id	sid	tid	token	lemma	pos
ajst-32556	1	1	124	124	NUM
ajst-32556	1	2	blockchain	blockchain	NOUN
ajst-32556	1	3	-	-	PUNCT
ajst-32556	1	4	based	base	VERB
ajst-32556	1	5	approaches	approach	NOUN
ajst-32556	1	6	for	for	ADP
ajst-32556	1	7	network	network	NOUN
ajst-32556	1	8	security	security	NOUN
ajst-32556	1	9	enhancement	enhancement	NOUN
ajst-32556	1	10	:	:	PUNCT
ajst-32556	1	11	mechanisms	mechanism	NOUN
ajst-32556	1	12	,	,	PUNCT
ajst-32556	1	13	applications	application	NOUN
ajst-32556	1	14	,	,	PUNCT
ajst-32556	1	15	and	and	CCONJ
ajst-32556	1	16	future	future	ADJ
ajst-32556	1	17	directions	direction	NOUN
ajst-32556	1	18	chenning	chenne	VERB
ajst-32556	1	19	li	li	PROPN
ajst-32556	1	20	xi’an	xi’an	PROPN
ajst-32556	1	21	jiaotong	jiaotong	PROPN
ajst-32556	1	22	university	university	PROPN
ajst-32556	1	23	,	,	PUNCT
ajst-32556	1	24	xi’an	xi’an	PROPN
ajst-32556	1	25	,	,	PUNCT
ajst-32556	1	26	shaanxi	shaanxi	PROPN
ajst-32556	1	27	,	,	PUNCT
ajst-32556	1	28	china	china	PROPN
ajst-32556	1	29	helenlee1811@163.com	helenlee1811@163.com	X
ajst-32556	1	30	abstract	abstract	ADJ
ajst-32556	1	31	.	.	PUNCT
ajst-32556	2	1	traditional	traditional	ADJ
ajst-32556	2	2	network	network	NOUN
ajst-32556	2	3	security	security	NOUN
ajst-32556	2	4	mechanisms	mechanism	NOUN
ajst-32556	2	5	,	,	PUNCT
ajst-32556	2	6	including	include	VERB
ajst-32556	2	7	firewalls	firewall	NOUN
ajst-32556	2	8	,	,	PUNCT
ajst-32556	2	9	intrusion	intrusion	NOUN
ajst-32556	2	10	detection	detection	NOUN
ajst-32556	2	11	systems	system	NOUN
ajst-32556	2	12	,	,	PUNCT
ajst-32556	2	13	and	and	CCONJ
ajst-32556	2	14	cryptographic	cryptographic	ADJ
ajst-32556	2	15	schemes	scheme	NOUN
ajst-32556	2	16	,	,	PUNCT
ajst-32556	2	17	have	have	AUX
ajst-32556	2	18	become	become	VERB
ajst-32556	2	19	insufficient	insufficient	ADJ
ajst-32556	2	20	in	in	ADP
ajst-32556	2	21	combating	combat	VERB
ajst-32556	2	22	increasingly	increasingly	ADV
ajst-32556	2	23	sophisticated	sophisticated	ADJ
ajst-32556	2	24	cyberattacks	cyberattack	NOUN
ajst-32556	2	25	.	.	PUNCT
ajst-32556	3	1	the	the	DET
ajst-32556	3	2	emergence	emergence	NOUN
ajst-32556	3	3	of	of	ADP
ajst-32556	3	4	decentralized	decentralized	ADJ
ajst-32556	3	5	and	and	CCONJ
ajst-32556	3	6	large	large	ADJ
ajst-32556	3	7	-	-	PUNCT
ajst-32556	3	8	scale	scale	NOUN
ajst-32556	3	9	network	network	NOUN
ajst-32556	3	10	environments	environment	NOUN
ajst-32556	3	11	,	,	PUNCT
ajst-32556	3	12	such	such	ADJ
ajst-32556	3	13	as	as	ADP
ajst-32556	3	14	the	the	DET
ajst-32556	3	15	internet	internet	NOUN
ajst-32556	3	16	of	of	ADP
ajst-32556	3	17	things	thing	NOUN
ajst-32556	3	18	(	(	PUNCT
ajst-32556	3	19	iot	iot	NOUN
ajst-32556	3	20	)	)	PUNCT
ajst-32556	3	21	and	and	CCONJ
ajst-32556	3	22	cloud	cloud	NOUN
ajst-32556	3	23	computing	computing	NOUN
ajst-32556	3	24	,	,	PUNCT
ajst-32556	3	25	has	have	AUX
ajst-32556	3	26	further	far	ADV
ajst-32556	3	27	complicated	complicate	VERB
ajst-32556	3	28	the	the	DET
ajst-32556	3	29	protection	protection	NOUN
ajst-32556	3	30	of	of	ADP
ajst-32556	3	31	data	datum	NOUN
ajst-32556	3	32	integrity	integrity	NOUN
ajst-32556	3	33	,	,	PUNCT
ajst-32556	3	34	privacy	privacy	NOUN
ajst-32556	3	35	,	,	PUNCT
ajst-32556	3	36	and	and	CCONJ
ajst-32556	3	37	trust	trust	NOUN
ajst-32556	3	38	management	management	NOUN
ajst-32556	3	39	.	.	PUNCT
ajst-32556	4	1	in	in	ADP
ajst-32556	4	2	this	this	DET
ajst-32556	4	3	context	context	NOUN
ajst-32556	4	4	,	,	PUNCT
ajst-32556	4	5	blockchain	blockchain	PROPN
ajst-32556	4	6	technology	technology	PROPN
ajst-32556	4	7	provides	provide	VERB
ajst-32556	4	8	a	a	DET
ajst-32556	4	9	new	new	ADJ
ajst-32556	4	10	paradigm	paradigm	NOUN
ajst-32556	4	11	for	for	ADP
ajst-32556	4	12	enhancing	enhance	VERB
ajst-32556	4	13	network	network	NOUN
ajst-32556	4	14	security	security	NOUN
ajst-32556	4	15	through	through	ADP
ajst-32556	4	16	decentralization	decentralization	NOUN
ajst-32556	4	17	,	,	PUNCT
ajst-32556	4	18	immutability	immutability	NOUN
ajst-32556	4	19	,	,	PUNCT
ajst-32556	4	20	and	and	CCONJ
ajst-32556	4	21	cryptographic	cryptographic	ADJ
ajst-32556	4	22	consensus	consensus	NOUN
ajst-32556	4	23	mechanisms	mechanism	NOUN
ajst-32556	4	24	.	.	PUNCT
ajst-32556	5	1	this	this	DET
ajst-32556	5	2	paper	paper	NOUN
ajst-32556	5	3	explores	explore	VERB
ajst-32556	5	4	the	the	DET
ajst-32556	5	5	achievements	achievement	NOUN
ajst-32556	5	6	and	and	CCONJ
ajst-32556	5	7	future	future	ADJ
ajst-32556	5	8	prospects	prospect	NOUN
ajst-32556	5	9	of	of	ADP
ajst-32556	5	10	blockchain	blockchain	PROPN
ajst-32556	5	11	applications	application	NOUN
ajst-32556	5	12	in	in	ADP
ajst-32556	5	13	network	network	NOUN
ajst-32556	5	14	security	security	NOUN
ajst-32556	5	15	based	base	VERB
ajst-32556	5	16	on	on	ADP
ajst-32556	5	17	an	an	DET
ajst-32556	5	18	extensive	extensive	ADJ
ajst-32556	5	19	review	review	NOUN
ajst-32556	5	20	of	of	ADP
ajst-32556	5	21	recent	recent	ADJ
ajst-32556	5	22	studies	study	NOUN
ajst-32556	5	23	,	,	PUNCT
ajst-32556	5	24	which	which	PRON
ajst-32556	5	25	are	be	AUX
ajst-32556	5	26	mainly	mainly	ADV
ajst-32556	5	27	published	publish	VERB
ajst-32556	5	28	in	in	ADP
ajst-32556	5	29	ieee	ieee	NOUN
ajst-32556	5	30	,	,	PUNCT
ajst-32556	5	31	springer	springer	NOUN
ajst-32556	5	32	,	,	PUNCT
ajst-32556	5	33	and	and	CCONJ
ajst-32556	5	34	elsevier	elsevier	NOUN
ajst-32556	5	35	,	,	PUNCT
ajst-32556	5	36	as	as	ADV
ajst-32556	5	37	well	well	ADV
ajst-32556	5	38	as	as	ADP
ajst-32556	5	39	experimental	experimental	ADJ
ajst-32556	5	40	case	case	NOUN
ajst-32556	5	41	studies	study	NOUN
ajst-32556	5	42	from	from	ADP
ajst-32556	5	43	real	real	ADJ
ajst-32556	5	44	-	-	PUNCT
ajst-32556	5	45	world	world	NOUN
ajst-32556	5	46	blockchain	blockchain	PROPN
ajst-32556	5	47	-	-	PUNCT
ajst-32556	5	48	based	base	VERB
ajst-32556	5	49	security	security	NOUN
ajst-32556	5	50	frameworks	framework	NOUN
ajst-32556	5	51	.	.	PUNCT
ajst-32556	6	1	it	it	PRON
ajst-32556	6	2	introduces	introduce	VERB
ajst-32556	6	3	the	the	DET
ajst-32556	6	4	principles	principle	NOUN
ajst-32556	6	5	of	of	ADP
ajst-32556	6	6	blockchain	blockchain	PROPN
ajst-32556	6	7	and	and	CCONJ
ajst-32556	6	8	the	the	DET
ajst-32556	6	9	challenges	challenge	NOUN
ajst-32556	6	10	inherent	inherent	ADJ
ajst-32556	6	11	in	in	ADP
ajst-32556	6	12	current	current	ADJ
ajst-32556	6	13	network	network	NOUN
ajst-32556	6	14	security	security	NOUN
ajst-32556	6	15	systems	system	NOUN
ajst-32556	6	16	.	.	PUNCT
ajst-32556	7	1	then	then	ADV
ajst-32556	7	2	,	,	PUNCT
ajst-32556	7	3	it	it	PRON
ajst-32556	7	4	investigates	investigate	VERB
ajst-32556	7	5	how	how	SCONJ
ajst-32556	7	6	blockchain	blockchain	PROPN
ajst-32556	7	7	has	have	AUX
ajst-32556	7	8	been	be	AUX
ajst-32556	7	9	effectively	effectively	ADV
ajst-32556	7	10	utilized	utilize	VERB
ajst-32556	7	11	in	in	ADP
ajst-32556	7	12	distributed	distribute	VERB
ajst-32556	7	13	denial	denial	NOUN
ajst-32556	7	14	-	-	PUNCT
ajst-32556	7	15	of	of	ADP
ajst-32556	7	16	-	-	PUNCT
ajst-32556	7	17	service	service	NOUN
ajst-32556	7	18	(	(	PUNCT
ajst-32556	7	19	ddos	ddos	NOUN
ajst-32556	7	20	)	)	PUNCT
ajst-32556	7	21	mitigation	mitigation	NOUN
ajst-32556	7	22	,	,	PUNCT
ajst-32556	7	23	threat	threat	NOUN
ajst-32556	7	24	intelligence	intelligence	NOUN
ajst-32556	7	25	sharing	sharing	NOUN
ajst-32556	7	26	,	,	PUNCT
ajst-32556	7	27	and	and	CCONJ
ajst-32556	7	28	secure	secure	VERB
ajst-32556	7	29	data	datum	NOUN
ajst-32556	7	30	sharing	sharing	NOUN
ajst-32556	7	31	in	in	ADP
ajst-32556	7	32	iot	iot	ADJ
ajst-32556	7	33	environments	environment	NOUN
ajst-32556	7	34	.	.	PUNCT
ajst-32556	8	1	existing	exist	VERB
ajst-32556	8	2	challenges	challenge	NOUN
ajst-32556	8	3	of	of	ADP
ajst-32556	8	4	blockchain	blockchain	PROPN
ajst-32556	8	5	-	-	PUNCT
ajst-32556	8	6	based	base	VERB
ajst-32556	8	7	applications	application	NOUN
ajst-32556	8	8	are	be	AUX
ajst-32556	8	9	also	also	ADV
ajst-32556	8	10	discussed	discuss	VERB
ajst-32556	8	11	,	,	PUNCT
ajst-32556	8	12	including	include	VERB
ajst-32556	8	13	scalability	scalability	NOUN
ajst-32556	8	14	,	,	PUNCT
ajst-32556	8	15	interoperability	interoperability	NOUN
ajst-32556	8	16	,	,	PUNCT
ajst-32556	8	17	and	and	CCONJ
ajst-32556	8	18	energy	energy	NOUN
ajst-32556	8	19	efficiency	efficiency	NOUN
ajst-32556	8	20	.	.	PUNCT
ajst-32556	9	1	furthermore	furthermore	ADV
ajst-32556	9	2	,	,	PUNCT
ajst-32556	9	3	it	it	PRON
ajst-32556	9	4	evaluates	evaluate	VERB
ajst-32556	9	5	potential	potential	ADJ
ajst-32556	9	6	directions	direction	NOUN
ajst-32556	9	7	for	for	ADP
ajst-32556	9	8	future	future	ADJ
ajst-32556	9	9	research	research	NOUN
ajst-32556	9	10	and	and	CCONJ
ajst-32556	9	11	development	development	NOUN
ajst-32556	9	12	.	.	PUNCT
ajst-32556	10	1	the	the	DET
ajst-32556	10	2	findings	finding	NOUN
ajst-32556	10	3	suggest	suggest	VERB
ajst-32556	10	4	that	that	SCONJ
ajst-32556	10	5	integrating	integrate	VERB
ajst-32556	10	6	blockchain	blockchain	PROPN
ajst-32556	10	7	into	into	ADP
ajst-32556	10	8	network	network	NOUN
ajst-32556	10	9	security	security	NOUN
ajst-32556	10	10	infrastructure	infrastructure	NOUN
ajst-32556	10	11	can	can	AUX
ajst-32556	10	12	significantly	significantly	ADV
ajst-32556	10	13	improve	improve	VERB
ajst-32556	10	14	transparency	transparency	NOUN
ajst-32556	10	15	,	,	PUNCT
ajst-32556	10	16	resilience	resilience	NOUN
ajst-32556	10	17	,	,	PUNCT
ajst-32556	10	18	and	and	CCONJ
ajst-32556	10	19	trustworthiness	trustworthiness	NOUN
ajst-32556	10	20	in	in	ADP
ajst-32556	10	21	digital	digital	ADJ
ajst-32556	10	22	ecosystems	ecosystem	NOUN
ajst-32556	10	23	.	.	PUNCT
ajst-32556	11	1	keywords	keyword	NOUN
ajst-32556	11	2	:	:	PUNCT
ajst-32556	11	3	blockchain	blockchain	NOUN
ajst-32556	11	4	;	;	PUNCT
ajst-32556	11	5	network	network	NOUN
ajst-32556	11	6	security	security	NOUN
ajst-32556	11	7	;	;	PUNCT
ajst-32556	11	8	ddos	ddo	NOUN
ajst-32556	11	9	mitigation	mitigation	NOUN
ajst-32556	11	10	;	;	PUNCT
ajst-32556	11	11	threat	threat	NOUN
ajst-32556	11	12	intelligence	intelligence	NOUN
ajst-32556	11	13	sharing	sharing	NOUN
ajst-32556	11	14	;	;	PUNCT
ajst-32556	11	15	iot	iot	ADJ
ajst-32556	11	16	security	security	NOUN
ajst-32556	11	17	.	.	PUNCT
ajst-32556	12	1	1	1	X
ajst-32556	12	2	.	.	X
ajst-32556	12	3	introduction	introduction	NOUN
ajst-32556	12	4	the	the	DET
ajst-32556	12	5	exponential	exponential	ADJ
ajst-32556	12	6	growth	growth	NOUN
ajst-32556	12	7	of	of	ADP
ajst-32556	12	8	digital	digital	ADJ
ajst-32556	12	9	connectivity	connectivity	NOUN
ajst-32556	12	10	has	have	AUX
ajst-32556	12	11	made	make	VERB
ajst-32556	12	12	modern	modern	ADJ
ajst-32556	12	13	networks	network	NOUN
ajst-32556	12	14	increasingly	increasingly	ADV
ajst-32556	12	15	vulnerable	vulnerable	ADJ
ajst-32556	12	16	to	to	ADP
ajst-32556	12	17	cyber	cyber	NOUN
ajst-32556	12	18	threats	threat	NOUN
ajst-32556	12	19	.	.	PUNCT
ajst-32556	13	1	conventional	conventional	ADJ
ajst-32556	13	2	security	security	NOUN
ajst-32556	13	3	mechanisms	mechanism	NOUN
ajst-32556	13	4	,	,	PUNCT
ajst-32556	13	5	such	such	ADJ
ajst-32556	13	6	as	as	ADP
ajst-32556	13	7	firewalls	firewall	NOUN
ajst-32556	13	8	,	,	PUNCT
ajst-32556	13	9	signature	signature	NOUN
ajst-32556	13	10	-	-	PUNCT
ajst-32556	13	11	based	base	VERB
ajst-32556	13	12	intrusion	intrusion	NOUN
ajst-32556	13	13	detection	detection	NOUN
ajst-32556	13	14	systems	system	NOUN
ajst-32556	13	15	,	,	PUNCT
ajst-32556	13	16	and	and	CCONJ
ajst-32556	13	17	encryption	encryption	NOUN
ajst-32556	13	18	protocols	protocol	NOUN
ajst-32556	13	19	,	,	PUNCT
ajst-32556	13	20	are	be	AUX
ajst-32556	13	21	no	no	ADV
ajst-32556	13	22	longer	long	ADV
ajst-32556	13	23	sufficient	sufficient	ADJ
ajst-32556	13	24	to	to	PART
ajst-32556	13	25	counter	counter	VERB
ajst-32556	13	26	advanced	advanced	ADJ
ajst-32556	13	27	and	and	CCONJ
ajst-32556	13	28	continuously	continuously	ADV
ajst-32556	13	29	evolving	evolve	VERB
ajst-32556	13	30	attacks	attack	NOUN
ajst-32556	13	31	[	[	X
ajst-32556	13	32	1	1	NUM
ajst-32556	13	33	]	]	PUNCT
ajst-32556	13	34	.	.	PUNCT
ajst-32556	14	1	these	these	DET
ajst-32556	14	2	traditional	traditional	ADJ
ajst-32556	14	3	methods	method	NOUN
ajst-32556	14	4	often	often	ADV
ajst-32556	14	5	depend	depend	VERB
ajst-32556	14	6	on	on	ADP
ajst-32556	14	7	centralized	centralized	ADJ
ajst-32556	14	8	architectures	architecture	NOUN
ajst-32556	14	9	that	that	PRON
ajst-32556	14	10	suffer	suffer	VERB
ajst-32556	14	11	from	from	ADP
ajst-32556	14	12	single	single	ADJ
ajst-32556	14	13	points	point	NOUN
ajst-32556	14	14	of	of	ADP
ajst-32556	14	15	failure	failure	NOUN
ajst-32556	14	16	,	,	PUNCT
ajst-32556	14	17	slow	slow	ADJ
ajst-32556	14	18	response	response	NOUN
ajst-32556	14	19	times	time	NOUN
ajst-32556	14	20	,	,	PUNCT
ajst-32556	14	21	limited	limited	ADJ
ajst-32556	14	22	adaptability	adaptability	NOUN
ajst-32556	14	23	to	to	ADP
ajst-32556	14	24	new	new	ADJ
ajst-32556	14	25	attack	attack	NOUN
ajst-32556	14	26	patterns	pattern	NOUN
ajst-32556	14	27	,	,	PUNCT
ajst-32556	14	28	and	and	CCONJ
ajst-32556	14	29	high	high	ADJ
ajst-32556	14	30	maintenance	maintenance	NOUN
ajst-32556	14	31	costs	cost	NOUN
ajst-32556	14	32	[	[	X
ajst-32556	14	33	2	2	NUM
ajst-32556	14	34	]	]	PUNCT
ajst-32556	14	35	.	.	PUNCT
ajst-32556	15	1	moreover	moreover	ADV
ajst-32556	15	2	,	,	PUNCT
ajst-32556	15	3	the	the	DET
ajst-32556	15	4	proliferation	proliferation	NOUN
ajst-32556	15	5	of	of	ADP
ajst-32556	15	6	the	the	DET
ajst-32556	15	7	internet	internet	NOUN
ajst-32556	15	8	of	of	ADP
ajst-32556	15	9	things	thing	NOUN
ajst-32556	15	10	(	(	PUNCT
ajst-32556	15	11	iot	iot	NOUN
ajst-32556	15	12	)	)	PUNCT
ajst-32556	15	13	,	,	PUNCT
ajst-32556	15	14	cloud	cloud	NOUN
ajst-32556	15	15	computing	computing	NOUN
ajst-32556	15	16	,	,	PUNCT
ajst-32556	15	17	and	and	CCONJ
ajst-32556	15	18	mobile	mobile	NOUN
ajst-32556	15	19	devices	device	NOUN
ajst-32556	15	20	has	have	AUX
ajst-32556	15	21	introduced	introduce	VERB
ajst-32556	15	22	a	a	DET
ajst-32556	15	23	massive	massive	ADJ
ajst-32556	15	24	number	number	NOUN
ajst-32556	15	25	of	of	ADP
ajst-32556	15	26	potential	potential	ADJ
ajst-32556	15	27	attack	attack	NOUN
ajst-32556	15	28	vectors	vector	NOUN
ajst-32556	15	29	that	that	PRON
ajst-32556	15	30	further	far	ADV
ajst-32556	15	31	complicate	complicate	VERB
ajst-32556	15	32	network	network	NOUN
ajst-32556	15	33	defense	defense	NOUN
ajst-32556	15	34	.	.	PUNCT
ajst-32556	16	1	in	in	ADP
ajst-32556	16	2	particular	particular	ADJ
ajst-32556	16	3	,	,	PUNCT
ajst-32556	16	4	traditional	traditional	ADJ
ajst-32556	16	5	detection	detection	NOUN
ajst-32556	16	6	and	and	CCONJ
ajst-32556	16	7	mitigation	mitigation	NOUN
ajst-32556	16	8	methods	method	NOUN
ajst-32556	16	9	lack	lack	VERB
ajst-32556	16	10	adaptability	adaptability	NOUN
ajst-32556	16	11	to	to	ADP
ajst-32556	16	12	dynamic	dynamic	ADJ
ajst-32556	16	13	threats	threat	NOUN
ajst-32556	16	14	.	.	PUNCT
ajst-32556	17	1	machine	machine	NOUN
ajst-32556	17	2	learning	learning	NOUN
ajst-32556	17	3	–	–	PUNCT
ajst-32556	17	4	based	base	VERB
ajst-32556	17	5	models	model	NOUN
ajst-32556	17	6	may	may	AUX
ajst-32556	17	7	fail	fail	VERB
ajst-32556	17	8	to	to	PART
ajst-32556	17	9	detect	detect	VERB
ajst-32556	17	10	zeroday	zeroday	NOUN
ajst-32556	17	11	attacks	attack	NOUN
ajst-32556	17	12	or	or	CCONJ
ajst-32556	17	13	evolving	evolve	VERB
ajst-32556	17	14	threat	threat	NOUN
ajst-32556	17	15	signatures	signature	VERB
ajst-32556	17	16	[	[	X
ajst-32556	17	17	3	3	NUM
ajst-32556	17	18	]	]	PUNCT
ajst-32556	17	19	.	.	PUNCT
ajst-32556	18	1	as	as	ADP
ajst-32556	18	2	a	a	DET
ajst-32556	18	3	result	result	NOUN
ajst-32556	18	4	,	,	PUNCT
ajst-32556	18	5	security	security	NOUN
ajst-32556	18	6	systems	system	NOUN
ajst-32556	18	7	struggle	struggle	VERB
ajst-32556	18	8	to	to	PART
ajst-32556	18	9	respond	respond	VERB
ajst-32556	18	10	in	in	ADP
ajst-32556	18	11	real	real	ADJ
ajst-32556	18	12	time	time	NOUN
ajst-32556	18	13	,	,	PUNCT
ajst-32556	18	14	leaving	leave	VERB
ajst-32556	18	15	organizations	organization	NOUN
ajst-32556	18	16	exposed	expose	VERB
ajst-32556	18	17	to	to	ADP
ajst-32556	18	18	severe	severe	ADJ
ajst-32556	18	19	damage	damage	NOUN
ajst-32556	18	20	to	to	ADP
ajst-32556	18	21	the	the	DET
ajst-32556	18	22	confidentiality	confidentiality	NOUN
ajst-32556	18	23	,	,	PUNCT
ajst-32556	18	24	integrity	integrity	NOUN
ajst-32556	18	25	,	,	PUNCT
ajst-32556	18	26	and	and	CCONJ
ajst-32556	18	27	availability	availability	NOUN
ajst-32556	18	28	of	of	ADP
ajst-32556	18	29	data	datum	NOUN
ajst-32556	18	30	.	.	PUNCT
ajst-32556	19	1	blockchain	blockchain	PROPN
ajst-32556	19	2	technology	technology	PROPN
ajst-32556	19	3	offers	offer	VERB
ajst-32556	19	4	a	a	DET
ajst-32556	19	5	novel	novel	ADJ
ajst-32556	19	6	approach	approach	NOUN
ajst-32556	19	7	to	to	ADP
ajst-32556	19	8	strengthening	strengthen	VERB
ajst-32556	19	9	network	network	NOUN
ajst-32556	19	10	security	security	NOUN
ajst-32556	19	11	.	.	PUNCT
ajst-32556	20	1	its	its	PRON
ajst-32556	20	2	decentralized	decentralized	ADJ
ajst-32556	20	3	structure	structure	NOUN
ajst-32556	20	4	,	,	PUNCT
ajst-32556	20	5	cryptographic	cryptographic	ADJ
ajst-32556	20	6	verification	verification	NOUN
ajst-32556	20	7	,	,	PUNCT
ajst-32556	20	8	and	and	CCONJ
ajst-32556	20	9	consensus	consensus	NOUN
ajst-32556	20	10	mechanisms	mechanism	NOUN
ajst-32556	20	11	provide	provide	VERB
ajst-32556	20	12	trust	trust	NOUN
ajst-32556	20	13	and	and	CCONJ
ajst-32556	20	14	transparency	transparency	NOUN
ajst-32556	20	15	without	without	ADP
ajst-32556	20	16	relying	rely	VERB
ajst-32556	20	17	on	on	ADP
ajst-32556	20	18	intermediaries	intermediary	NOUN
ajst-32556	20	19	.	.	PUNCT
ajst-32556	21	1	through	through	ADP
ajst-32556	21	2	distributed	distribute	VERB
ajst-32556	21	3	ledgers	ledger	NOUN
ajst-32556	21	4	,	,	PUNCT
ajst-32556	21	5	smart	smart	ADJ
ajst-32556	21	6	contracts	contract	NOUN
ajst-32556	21	7	,	,	PUNCT
ajst-32556	21	8	and	and	CCONJ
ajst-32556	21	9	immutable	immutable	ADJ
ajst-32556	21	10	audit	audit	NOUN
ajst-32556	21	11	trails	trail	NOUN
ajst-32556	21	12	,	,	PUNCT
ajst-32556	21	13	blockchain	blockchain	PROPN
ajst-32556	21	14	can	can	AUX
ajst-32556	21	15	facilitate	facilitate	VERB
ajst-32556	21	16	secure	secure	ADJ
ajst-32556	21	17	data	datum	NOUN
ajst-32556	21	18	exchange	exchange	NOUN
ajst-32556	21	19	and	and	CCONJ
ajst-32556	21	20	collaborative	collaborative	ADJ
ajst-32556	21	21	threat	threat	NOUN
ajst-32556	21	22	mitigation	mitigation	NOUN
ajst-32556	21	23	across	across	ADP
ajst-32556	21	24	diverse	diverse	ADJ
ajst-32556	21	25	entities	entity	NOUN
ajst-32556	21	26	.	.	PUNCT
ajst-32556	22	1	recent	recent	ADJ
ajst-32556	22	2	research	research	NOUN
ajst-32556	22	3	has	have	AUX
ajst-32556	22	4	demonstrated	demonstrate	VERB
ajst-32556	22	5	the	the	DET
ajst-32556	22	6	potential	potential	NOUN
ajst-32556	22	7	of	of	ADP
ajst-32556	22	8	blockchain	blockchain	PROPN
ajst-32556	22	9	in	in	ADP
ajst-32556	22	10	mitigating	mitigate	VERB
ajst-32556	22	11	distributed	distribute	VERB
ajst-32556	22	12	denial	denial	NOUN
ajst-32556	22	13	-	-	PUNCT
ajst-32556	22	14	of	of	ADP
ajst-32556	22	15	-	-	PUNCT
ajst-32556	22	16	service	service	NOUN
ajst-32556	22	17	(	(	PUNCT
ajst-32556	22	18	ddos	ddo	NOUN
ajst-32556	22	19	)	)	PUNCT
ajst-32556	22	20	attacks	attack	NOUN
ajst-32556	22	21	,	,	PUNCT
ajst-32556	22	22	improving	improve	VERB
ajst-32556	22	23	cross	cross	ADJ
ajst-32556	22	24	-	-	ADJ
ajst-32556	22	25	organizational	organizational	ADJ
ajst-32556	22	26	threat	threat	NOUN
ajst-32556	22	27	intelligence	intelligence	NOUN
ajst-32556	22	28	sharing	sharing	NOUN
ajst-32556	22	29	,	,	PUNCT
ajst-32556	22	30	and	and	CCONJ
ajst-32556	22	31	ensuring	ensure	VERB
ajst-32556	22	32	data	datum	NOUN
ajst-32556	22	33	integrity	integrity	NOUN
ajst-32556	22	34	in	in	ADP
ajst-32556	22	35	iot	iot	PROPN
ajst-32556	22	36	systems	system	NOUN
ajst-32556	22	37	.	.	PUNCT
ajst-32556	23	1	this	this	DET
ajst-32556	23	2	paper	paper	NOUN
ajst-32556	23	3	aims	aim	VERB
ajst-32556	23	4	to	to	PART
ajst-32556	23	5	explore	explore	VERB
ajst-32556	23	6	the	the	DET
ajst-32556	23	7	mechanisms	mechanism	NOUN
ajst-32556	23	8	,	,	PUNCT
ajst-32556	23	9	applications	application	NOUN
ajst-32556	23	10	,	,	PUNCT
ajst-32556	23	11	challenges	challenge	NOUN
ajst-32556	23	12	,	,	PUNCT
ajst-32556	23	13	and	and	CCONJ
ajst-32556	23	14	future	future	ADJ
ajst-32556	23	15	prospects	prospect	NOUN
ajst-32556	23	16	of	of	ADP
ajst-32556	23	17	blockchain	blockchain	PROPN
ajst-32556	23	18	integration	integration	NOUN
ajst-32556	23	19	into	into	ADP
ajst-32556	23	20	network	network	NOUN
ajst-32556	23	21	security	security	NOUN
ajst-32556	23	22	systems	system	NOUN
ajst-32556	23	23	,	,	PUNCT
ajst-32556	23	24	providing	provide	VERB
ajst-32556	23	25	an	an	DET
ajst-32556	23	26	in	in	ADP
ajst-32556	23	27	-	-	PUNCT
ajst-32556	23	28	depth	depth	NOUN
ajst-32556	23	29	perspective	perspective	NOUN
ajst-32556	23	30	on	on	ADP
ajst-32556	23	31	how	how	SCONJ
ajst-32556	23	32	this	this	DET
ajst-32556	23	33	technology	technology	NOUN
ajst-32556	23	34	can	can	AUX
ajst-32556	23	35	improve	improve	VERB
ajst-32556	23	36	the	the	DET
ajst-32556	23	37	125	125	NUM
ajst-32556	23	38	cybersecurity	cybersecurity	NOUN
ajst-32556	23	39	landscape	landscape	NOUN
ajst-32556	23	40	.	.	PUNCT
ajst-32556	24	1	this	this	DET
ajst-32556	24	2	study	study	NOUN
ajst-32556	24	3	synthesizes	synthesize	VERB
ajst-32556	24	4	findings	finding	NOUN
ajst-32556	24	5	from	from	ADP
ajst-32556	24	6	over	over	ADP
ajst-32556	24	7	60	60	NUM
ajst-32556	24	8	peer	peer	NOUN
ajst-32556	24	9	-	-	PUNCT
ajst-32556	24	10	reviewed	review	VERB
ajst-32556	24	11	works	work	NOUN
ajst-32556	24	12	published	publish	VERB
ajst-32556	24	13	between	between	ADP
ajst-32556	24	14	2019	2019	NUM
ajst-32556	24	15	and	and	CCONJ
ajst-32556	24	16	2025	2025	NUM
ajst-32556	24	17	to	to	PART
ajst-32556	24	18	evaluate	evaluate	VERB
ajst-32556	24	19	blockchain	blockchain	PROPN
ajst-32556	24	20	’s	’s	PART
ajst-32556	24	21	role	role	NOUN
ajst-32556	24	22	in	in	ADP
ajst-32556	24	23	strengthening	strengthen	VERB
ajst-32556	24	24	network	network	NOUN
ajst-32556	24	25	security	security	NOUN
ajst-32556	24	26	systems	system	NOUN
ajst-32556	24	27	.	.	PUNCT
ajst-32556	25	1	2	2	X
ajst-32556	25	2	.	.	X
ajst-32556	25	3	blockchain	blockchain	PROPN
ajst-32556	25	4	technology	technology	PROPN
ajst-32556	25	5	overview	overview	NOUN
ajst-32556	25	6	blockchain	blockchain	NOUN
ajst-32556	25	7	is	be	AUX
ajst-32556	25	8	a	a	DET
ajst-32556	25	9	decentralized	decentralize	VERB
ajst-32556	25	10	digital	digital	ADJ
ajst-32556	25	11	ledger	ledger	NOUN
ajst-32556	25	12	that	that	PRON
ajst-32556	25	13	records	record	VERB
ajst-32556	25	14	transactions	transaction	NOUN
ajst-32556	25	15	across	across	ADP
ajst-32556	25	16	a	a	DET
ajst-32556	25	17	distributed	distribute	VERB
ajst-32556	25	18	network	network	NOUN
ajst-32556	25	19	of	of	ADP
ajst-32556	25	20	nodes	node	NOUN
ajst-32556	25	21	in	in	ADP
ajst-32556	25	22	a	a	DET
ajst-32556	25	23	transparent	transparent	ADJ
ajst-32556	25	24	,	,	PUNCT
ajst-32556	25	25	immutable	immutable	ADJ
ajst-32556	25	26	,	,	PUNCT
ajst-32556	25	27	and	and	CCONJ
ajst-32556	25	28	tamper	tamper	ADV
ajst-32556	25	29	-	-	PUNCT
ajst-32556	25	30	resistant	resistant	ADJ
ajst-32556	25	31	manner	manner	NOUN
ajst-32556	25	32	[	[	X
ajst-32556	25	33	4	4	NUM
ajst-32556	25	34	]	]	PUNCT
ajst-32556	25	35	.	.	PUNCT
ajst-32556	26	1	each	each	DET
ajst-32556	26	2	record	record	NOUN
ajst-32556	26	3	,	,	PUNCT
ajst-32556	26	4	known	know	VERB
ajst-32556	26	5	as	as	ADP
ajst-32556	26	6	a	a	DET
ajst-32556	26	7	block	block	NOUN
ajst-32556	26	8	,	,	PUNCT
ajst-32556	26	9	contains	contain	VERB
ajst-32556	26	10	a	a	DET
ajst-32556	26	11	cryptographic	cryptographic	ADJ
ajst-32556	26	12	hash	hash	NOUN
ajst-32556	26	13	of	of	ADP
ajst-32556	26	14	the	the	DET
ajst-32556	26	15	previous	previous	ADJ
ajst-32556	26	16	block	block	NOUN
ajst-32556	26	17	,	,	PUNCT
ajst-32556	26	18	a	a	DET
ajst-32556	26	19	timestamp	timestamp	NOUN
ajst-32556	26	20	,	,	PUNCT
ajst-32556	26	21	and	and	CCONJ
ajst-32556	26	22	transaction	transaction	NOUN
ajst-32556	26	23	data	datum	NOUN
ajst-32556	26	24	,	,	PUNCT
ajst-32556	26	25	thereby	thereby	ADV
ajst-32556	26	26	forming	form	VERB
ajst-32556	26	27	a	a	DET
ajst-32556	26	28	secure	secure	ADJ
ajst-32556	26	29	and	and	CCONJ
ajst-32556	26	30	continuous	continuous	ADJ
ajst-32556	26	31	chain	chain	NOUN
ajst-32556	26	32	.	.	PUNCT
ajst-32556	27	1	since	since	SCONJ
ajst-32556	27	2	its	its	PRON
ajst-32556	27	3	introduction	introduction	NOUN
ajst-32556	27	4	through	through	ADP
ajst-32556	27	5	bitcoin	bitcoin	NOUN
ajst-32556	27	6	in	in	ADP
ajst-32556	27	7	2009	2009	NUM
ajst-32556	27	8	,	,	PUNCT
ajst-32556	27	9	blockchain	blockchain	PROPN
ajst-32556	27	10	technology	technology	PROPN
ajst-32556	27	11	has	have	AUX
ajst-32556	27	12	evolved	evolve	VERB
ajst-32556	27	13	beyond	beyond	ADP
ajst-32556	27	14	cryptocurrencies	cryptocurrencie	NOUN
ajst-32556	27	15	to	to	PART
ajst-32556	27	16	encompass	encompass	VERB
ajst-32556	27	17	diverse	diverse	ADJ
ajst-32556	27	18	domains	domain	NOUN
ajst-32556	27	19	such	such	ADJ
ajst-32556	27	20	as	as	ADP
ajst-32556	27	21	supply	supply	NOUN
ajst-32556	27	22	chain	chain	NOUN
ajst-32556	27	23	management	management	NOUN
ajst-32556	27	24	,	,	PUNCT
ajst-32556	27	25	healthcare	healthcare	PROPN
ajst-32556	27	26	,	,	PUNCT
ajst-32556	27	27	finance	finance	NOUN
ajst-32556	27	28	,	,	PUNCT
ajst-32556	27	29	and	and	CCONJ
ajst-32556	27	30	network	network	NOUN
ajst-32556	27	31	security	security	NOUN
ajst-32556	28	1	[	[	X
ajst-32556	28	2	5	5	NUM
ajst-32556	28	3	]	]	PUNCT
ajst-32556	28	4	.	.	PUNCT
ajst-32556	29	1	a	a	DET
ajst-32556	29	2	blockchain	blockchain	PROPN
ajst-32556	29	3	is	be	AUX
ajst-32556	29	4	typically	typically	ADV
ajst-32556	29	5	managed	manage	VERB
ajst-32556	29	6	by	by	ADP
ajst-32556	29	7	a	a	DET
ajst-32556	29	8	peer	peer	NOUN
ajst-32556	29	9	-	-	PUNCT
ajst-32556	29	10	to	to	ADP
ajst-32556	29	11	-	-	PUNCT
ajst-32556	29	12	peer	peer	NOUN
ajst-32556	29	13	network	network	NOUN
ajst-32556	29	14	that	that	PRON
ajst-32556	29	15	facilitates	facilitate	VERB
ajst-32556	29	16	internode	internode	PROPN
ajst-32556	29	17	communication	communication	NOUN
ajst-32556	29	18	as	as	ADV
ajst-32556	29	19	well	well	ADV
ajst-32556	29	20	as	as	ADP
ajst-32556	29	21	validating	validate	VERB
ajst-32556	29	22	new	new	ADJ
ajst-32556	29	23	transactions	transaction	NOUN
ajst-32556	29	24	.	.	PUNCT
ajst-32556	30	1	in	in	ADP
ajst-32556	30	2	this	this	DET
ajst-32556	30	3	decentralized	decentralize	VERB
ajst-32556	30	4	system	system	NOUN
ajst-32556	30	5	,	,	PUNCT
ajst-32556	30	6	in	in	ADP
ajst-32556	30	7	order	order	NOUN
ajst-32556	30	8	to	to	PART
ajst-32556	30	9	create	create	VERB
ajst-32556	30	10	the	the	DET
ajst-32556	30	11	next	next	ADJ
ajst-32556	30	12	block	block	NOUN
ajst-32556	30	13	of	of	ADP
ajst-32556	30	14	verified	verify	VERB
ajst-32556	30	15	transactions	transaction	NOUN
ajst-32556	30	16	and	and	CCONJ
ajst-32556	30	17	append	append	VERB
ajst-32556	30	18	to	to	ADP
ajst-32556	30	19	the	the	DET
ajst-32556	30	20	existing	exist	VERB
ajst-32556	30	21	blockchain	blockchain	NOUN
ajst-32556	30	22	,	,	PUNCT
ajst-32556	30	23	various	various	ADJ
ajst-32556	30	24	consensus	consensus	NOUN
ajst-32556	30	25	algorithms	algorithm	NOUN
ajst-32556	30	26	are	be	AUX
ajst-32556	30	27	proposed	propose	VERB
ajst-32556	30	28	.	.	PUNCT
ajst-32556	31	1	some	some	PRON
ajst-32556	31	2	of	of	ADP
ajst-32556	31	3	the	the	DET
ajst-32556	31	4	widely	widely	ADV
ajst-32556	31	5	used	use	VERB
ajst-32556	31	6	algorithms	algorithm	NOUN
ajst-32556	31	7	are	be	AUX
ajst-32556	31	8	proof	proof	NOUN
ajst-32556	31	9	of	of	ADP
ajst-32556	31	10	work	work	NOUN
ajst-32556	31	11	(	(	PUNCT
ajst-32556	31	12	pow	pow	PROPN
ajst-32556	31	13	)	)	PUNCT
ajst-32556	31	14	,	,	PUNCT
ajst-32556	31	15	proof	proof	NOUN
ajst-32556	31	16	of	of	ADP
ajst-32556	31	17	stake	stake	NOUN
ajst-32556	31	18	(	(	PUNCT
ajst-32556	31	19	pos	pos	NOUN
ajst-32556	31	20	)	)	PUNCT
ajst-32556	31	21	,	,	PUNCT
ajst-32556	31	22	and	and	CCONJ
ajst-32556	31	23	practical	practical	ADJ
ajst-32556	31	24	byzantine	byzantine	ADJ
ajst-32556	31	25	fault	fault	NOUN
ajst-32556	31	26	tolerance	tolerance	NOUN
ajst-32556	31	27	(	(	PUNCT
ajst-32556	31	28	pbft	pbft	ADJ
ajst-32556	31	29	)	)	PUNCT
ajst-32556	31	30	.	.	PUNCT
ajst-32556	32	1	in	in	ADP
ajst-32556	32	2	pow	pow	PROPN
ajst-32556	32	3	,	,	PUNCT
ajst-32556	32	4	participants	participant	NOUN
ajst-32556	32	5	are	be	AUX
ajst-32556	32	6	required	require	VERB
ajst-32556	32	7	to	to	PART
ajst-32556	32	8	solve	solve	VERB
ajst-32556	32	9	complex	complex	ADJ
ajst-32556	32	10	mathematical	mathematical	ADJ
ajst-32556	32	11	puzzles	puzzle	NOUN
ajst-32556	32	12	,	,	PUNCT
ajst-32556	32	13	and	and	CCONJ
ajst-32556	32	14	the	the	DET
ajst-32556	32	15	first	first	ADJ
ajst-32556	32	16	successfully	successfully	ADV
ajst-32556	32	17	computed	compute	VERB
ajst-32556	32	18	node	node	NOUN
ajst-32556	32	19	will	will	AUX
ajst-32556	32	20	be	be	AUX
ajst-32556	32	21	verified	verify	VERB
ajst-32556	32	22	by	by	ADP
ajst-32556	32	23	the	the	DET
ajst-32556	32	24	other	other	ADJ
ajst-32556	32	25	nodes	node	NOUN
ajst-32556	32	26	and	and	CCONJ
ajst-32556	32	27	selected	select	VERB
ajst-32556	32	28	as	as	ADP
ajst-32556	32	29	an	an	DET
ajst-32556	32	30	authorized	authorized	ADJ
ajst-32556	32	31	node	node	NOUN
ajst-32556	32	32	to	to	PART
ajst-32556	32	33	add	add	VERB
ajst-32556	32	34	the	the	DET
ajst-32556	32	35	transaction	transaction	NOUN
ajst-32556	32	36	to	to	ADP
ajst-32556	32	37	the	the	DET
ajst-32556	32	38	block	block	NOUN
ajst-32556	32	39	.	.	PUNCT
ajst-32556	33	1	in	in	ADP
ajst-32556	33	2	pos	pos	NOUN
ajst-32556	33	3	,	,	PUNCT
ajst-32556	33	4	participants	participant	NOUN
ajst-32556	33	5	are	be	AUX
ajst-32556	33	6	allowed	allow	VERB
ajst-32556	33	7	to	to	PART
ajst-32556	33	8	validate	validate	VERB
ajst-32556	33	9	transactions	transaction	NOUN
ajst-32556	33	10	and	and	CCONJ
ajst-32556	33	11	create	create	VERB
ajst-32556	33	12	new	new	ADJ
ajst-32556	33	13	blocks	block	NOUN
ajst-32556	33	14	based	base	VERB
ajst-32556	33	15	on	on	ADP
ajst-32556	33	16	their	their	PRON
ajst-32556	33	17	ownership	ownership	NOUN
ajst-32556	33	18	or	or	CCONJ
ajst-32556	33	19	stake	stake	NOUN
ajst-32556	33	20	in	in	ADP
ajst-32556	33	21	a	a	DET
ajst-32556	33	22	cryptocurrency	cryptocurrency	NOUN
ajst-32556	33	23	.	.	PUNCT
ajst-32556	34	1	therefore	therefore	ADV
ajst-32556	34	2	,	,	PUNCT
ajst-32556	34	3	users	user	NOUN
ajst-32556	34	4	possessing	possess	VERB
ajst-32556	34	5	more	more	ADJ
ajst-32556	34	6	currency	currency	NOUN
ajst-32556	34	7	can	can	AUX
ajst-32556	34	8	have	have	VERB
ajst-32556	34	9	the	the	DET
ajst-32556	34	10	authority	authority	NOUN
ajst-32556	34	11	to	to	PART
ajst-32556	34	12	add	add	VERB
ajst-32556	34	13	transactions	transaction	NOUN
ajst-32556	34	14	to	to	ADP
ajst-32556	34	15	the	the	DET
ajst-32556	34	16	blockchain	blockchain	PROPN
ajst-32556	34	17	.	.	PUNCT
ajst-32556	35	1	pbft	pbft	PROPN
ajst-32556	35	2	ensures	ensure	VERB
ajst-32556	35	3	that	that	SCONJ
ajst-32556	35	4	a	a	DET
ajst-32556	35	5	distributed	distribute	VERB
ajst-32556	35	6	network	network	NOUN
ajst-32556	35	7	can	can	AUX
ajst-32556	35	8	reach	reach	VERB
ajst-32556	35	9	consensus	consensus	NOUN
ajst-32556	35	10	even	even	ADV
ajst-32556	35	11	when	when	SCONJ
ajst-32556	35	12	up	up	ADP
ajst-32556	35	13	to	to	PART
ajst-32556	35	14	one	one	NUM
ajst-32556	35	15	-	-	PUNCT
ajst-32556	35	16	third	third	NOUN
ajst-32556	35	17	of	of	ADP
ajst-32556	35	18	the	the	DET
ajst-32556	35	19	nodes	node	NOUN
ajst-32556	35	20	are	be	AUX
ajst-32556	35	21	faulty	faulty	ADJ
ajst-32556	36	1	[	[	X
ajst-32556	36	2	6	6	NUM
ajst-32556	36	3	]	]	PUNCT
ajst-32556	36	4	.	.	PUNCT
ajst-32556	37	1	blockchain	blockchain	PROPN
ajst-32556	37	2	systems	system	NOUN
ajst-32556	37	3	can	can	AUX
ajst-32556	37	4	be	be	AUX
ajst-32556	37	5	classified	classify	VERB
ajst-32556	37	6	into	into	ADP
ajst-32556	37	7	three	three	NUM
ajst-32556	37	8	main	main	ADJ
ajst-32556	37	9	types	type	NOUN
ajst-32556	37	10	:	:	PUNCT
ajst-32556	37	11	public	public	ADJ
ajst-32556	37	12	,	,	PUNCT
ajst-32556	37	13	private	private	ADJ
ajst-32556	37	14	,	,	PUNCT
ajst-32556	37	15	and	and	CCONJ
ajst-32556	37	16	consortium	consortium	NOUN
ajst-32556	37	17	(	(	PUNCT
ajst-32556	37	18	or	or	CCONJ
ajst-32556	37	19	federated	federated	ADJ
ajst-32556	37	20	)	)	PUNCT
ajst-32556	37	21	blockchains	blockchain	NOUN
ajst-32556	37	22	.	.	PUNCT
ajst-32556	38	1	public	public	ADJ
ajst-32556	38	2	blockchains	blockchain	NOUN
ajst-32556	38	3	,	,	PUNCT
ajst-32556	38	4	such	such	ADJ
ajst-32556	38	5	as	as	ADP
ajst-32556	38	6	bitcoin	bitcoin	NOUN
ajst-32556	38	7	and	and	CCONJ
ajst-32556	38	8	ethereum	ethereum	NOUN
ajst-32556	38	9	,	,	PUNCT
ajst-32556	38	10	are	be	AUX
ajst-32556	38	11	open	open	ADJ
ajst-32556	38	12	to	to	ADP
ajst-32556	38	13	anyone	anyone	PRON
ajst-32556	38	14	,	,	PUNCT
ajst-32556	38	15	ensuring	ensure	VERB
ajst-32556	38	16	transparency	transparency	NOUN
ajst-32556	38	17	and	and	CCONJ
ajst-32556	38	18	decentralization	decentralization	NOUN
ajst-32556	38	19	,	,	PUNCT
ajst-32556	38	20	but	but	CCONJ
ajst-32556	38	21	often	often	ADV
ajst-32556	38	22	suffer	suffer	VERB
ajst-32556	38	23	from	from	ADP
ajst-32556	38	24	scalability	scalability	NOUN
ajst-32556	38	25	issues	issue	NOUN
ajst-32556	38	26	.	.	PUNCT
ajst-32556	39	1	private	private	ADJ
ajst-32556	39	2	blockchains	blockchain	NOUN
ajst-32556	39	3	restrict	restrict	VERB
ajst-32556	39	4	access	access	NOUN
ajst-32556	39	5	to	to	ADP
ajst-32556	39	6	authorized	authorized	ADJ
ajst-32556	39	7	participants	participant	NOUN
ajst-32556	39	8	,	,	PUNCT
ajst-32556	39	9	offering	offer	VERB
ajst-32556	39	10	greater	great	ADJ
ajst-32556	39	11	control	control	NOUN
ajst-32556	39	12	and	and	CCONJ
ajst-32556	39	13	performance	performance	NOUN
ajst-32556	39	14	,	,	PUNCT
ajst-32556	39	15	suitable	suitable	ADJ
ajst-32556	39	16	for	for	ADP
ajst-32556	39	17	enterprise	enterprise	NOUN
ajst-32556	39	18	use	use	NOUN
ajst-32556	39	19	.	.	PUNCT
ajst-32556	40	1	consortium	consortium	NOUN
ajst-32556	40	2	blockchains	blockchain	NOUN
ajst-32556	40	3	combine	combine	VERB
ajst-32556	40	4	the	the	DET
ajst-32556	40	5	benefits	benefit	NOUN
ajst-32556	40	6	of	of	ADP
ajst-32556	40	7	both	both	PRON
ajst-32556	40	8	,	,	PUNCT
ajst-32556	40	9	enabling	enable	VERB
ajst-32556	40	10	multiple	multiple	ADJ
ajst-32556	40	11	organizations	organization	NOUN
ajst-32556	40	12	to	to	PART
ajst-32556	40	13	collaboratively	collaboratively	ADV
ajst-32556	40	14	maintain	maintain	VERB
ajst-32556	40	15	the	the	DET
ajst-32556	40	16	ledger	ledger	NOUN
ajst-32556	40	17	while	while	SCONJ
ajst-32556	40	18	retaining	retain	VERB
ajst-32556	40	19	a	a	DET
ajst-32556	40	20	degree	degree	NOUN
ajst-32556	40	21	of	of	ADP
ajst-32556	40	22	privacy	privacy	NOUN
ajst-32556	40	23	and	and	CCONJ
ajst-32556	40	24	efficiency	efficiency	NOUN
ajst-32556	40	25	[	[	X
ajst-32556	40	26	6	6	NUM
ajst-32556	40	27	]	]	PUNCT
ajst-32556	40	28	.	.	PUNCT
ajst-32556	41	1	the	the	DET
ajst-32556	41	2	intrinsic	intrinsic	ADJ
ajst-32556	41	3	features	feature	NOUN
ajst-32556	41	4	of	of	ADP
ajst-32556	41	5	blockchain	blockchain	NOUN
ajst-32556	41	6	—	—	PUNCT
ajst-32556	41	7	immutability	immutability	NOUN
ajst-32556	41	8	,	,	PUNCT
ajst-32556	41	9	transparency	transparency	NOUN
ajst-32556	41	10	,	,	PUNCT
ajst-32556	41	11	traceability	traceability	NOUN
ajst-32556	41	12	,	,	PUNCT
ajst-32556	41	13	and	and	CCONJ
ajst-32556	41	14	decentralization	decentralization	NOUN
ajst-32556	41	15	—	—	PUNCT
ajst-32556	41	16	make	make	VERB
ajst-32556	41	17	it	it	PRON
ajst-32556	41	18	a	a	DET
ajst-32556	41	19	promising	promising	ADJ
ajst-32556	41	20	foundation	foundation	NOUN
ajst-32556	41	21	for	for	ADP
ajst-32556	41	22	addressing	address	VERB
ajst-32556	41	23	critical	critical	ADJ
ajst-32556	41	24	security	security	NOUN
ajst-32556	41	25	challenges	challenge	NOUN
ajst-32556	41	26	in	in	ADP
ajst-32556	41	27	modern	modern	ADJ
ajst-32556	41	28	networks	network	NOUN
ajst-32556	41	29	.	.	PUNCT
ajst-32556	42	1	by	by	ADP
ajst-32556	42	2	eliminating	eliminate	VERB
ajst-32556	42	3	the	the	DET
ajst-32556	42	4	need	need	NOUN
ajst-32556	42	5	for	for	ADP
ajst-32556	42	6	a	a	DET
ajst-32556	42	7	central	central	ADJ
ajst-32556	42	8	authority	authority	NOUN
ajst-32556	42	9	and	and	CCONJ
ajst-32556	42	10	providing	provide	VERB
ajst-32556	42	11	verifiable	verifiable	ADJ
ajst-32556	42	12	audit	audit	NOUN
ajst-32556	42	13	trails	trail	NOUN
ajst-32556	42	14	,	,	PUNCT
ajst-32556	42	15	blockchain	blockchain	PROPN
ajst-32556	42	16	enhances	enhance	VERB
ajst-32556	42	17	trust	trust	NOUN
ajst-32556	42	18	and	and	CCONJ
ajst-32556	42	19	resilience	resilience	NOUN
ajst-32556	42	20	against	against	ADP
ajst-32556	42	21	manipulation	manipulation	NOUN
ajst-32556	42	22	and	and	CCONJ
ajst-32556	42	23	unauthorized	unauthorized	ADJ
ajst-32556	42	24	access	access	NOUN
ajst-32556	42	25	,	,	PUNCT
ajst-32556	42	26	thus	thus	ADV
ajst-32556	42	27	presenting	present	VERB
ajst-32556	42	28	a	a	DET
ajst-32556	42	29	strong	strong	ADJ
ajst-32556	42	30	potential	potential	NOUN
ajst-32556	42	31	for	for	ADP
ajst-32556	42	32	improving	improve	VERB
ajst-32556	42	33	cybersecurity	cybersecurity	NOUN
ajst-32556	42	34	infrastructure	infrastructure	NOUN
ajst-32556	42	35	.	.	PUNCT
ajst-32556	43	1	3	3	X
ajst-32556	43	2	.	.	X
ajst-32556	43	3	problems	problem	NOUN
ajst-32556	43	4	in	in	ADP
ajst-32556	43	5	network	network	NOUN
ajst-32556	43	6	security	security	NOUN
ajst-32556	43	7	modern	modern	ADJ
ajst-32556	43	8	network	network	NOUN
ajst-32556	43	9	environments	environment	NOUN
ajst-32556	43	10	face	face	VERB
ajst-32556	43	11	an	an	DET
ajst-32556	43	12	array	array	NOUN
ajst-32556	43	13	of	of	ADP
ajst-32556	43	14	security	security	NOUN
ajst-32556	43	15	challenges	challenge	NOUN
ajst-32556	43	16	that	that	SCONJ
ajst-32556	43	17	traditional	traditional	ADJ
ajst-32556	43	18	systems	system	NOUN
ajst-32556	43	19	struggle	struggle	VERB
ajst-32556	43	20	to	to	PART
ajst-32556	43	21	address	address	VERB
ajst-32556	43	22	effectively	effectively	ADV
ajst-32556	43	23	.	.	PUNCT
ajst-32556	44	1	among	among	ADP
ajst-32556	44	2	the	the	DET
ajst-32556	44	3	most	most	ADV
ajst-32556	44	4	critical	critical	ADJ
ajst-32556	44	5	of	of	ADP
ajst-32556	44	6	these	these	PRON
ajst-32556	44	7	,	,	PUNCT
ajst-32556	44	8	distributed	distribute	VERB
ajst-32556	44	9	denial	denial	NOUN
ajst-32556	44	10	-	-	PUNCT
ajst-32556	44	11	of	of	ADP
ajst-32556	44	12	-	-	PUNCT
ajst-32556	44	13	service	service	NOUN
ajst-32556	44	14	(	(	PUNCT
ajst-32556	44	15	ddos	ddo	NOUN
ajst-32556	44	16	)	)	PUNCT
ajst-32556	44	17	attacks	attack	NOUN
ajst-32556	44	18	,	,	PUNCT
ajst-32556	44	19	iot	iot	PROPN
ajst-32556	44	20	vulnerabilities	vulnerability	NOUN
ajst-32556	44	21	,	,	PUNCT
ajst-32556	44	22	and	and	CCONJ
ajst-32556	44	23	cloud	cloud	NOUN
ajst-32556	44	24	security	security	NOUN
ajst-32556	44	25	risks	risk	NOUN
ajst-32556	44	26	are	be	AUX
ajst-32556	44	27	particularly	particularly	ADV
ajst-32556	44	28	significant	significant	ADJ
ajst-32556	44	29	.	.	PUNCT
ajst-32556	45	1	to	to	PART
ajst-32556	45	2	begin	begin	VERB
ajst-32556	45	3	with	with	ADP
ajst-32556	45	4	,	,	PUNCT
ajst-32556	45	5	ddos	ddo	NOUN
ajst-32556	45	6	attacks	attack	NOUN
ajst-32556	45	7	overwhelm	overwhelm	VERB
ajst-32556	45	8	network	network	NOUN
ajst-32556	45	9	resources	resource	NOUN
ajst-32556	45	10	by	by	ADP
ajst-32556	45	11	flooding	flood	VERB
ajst-32556	45	12	them	they	PRON
ajst-32556	45	13	with	with	ADP
ajst-32556	45	14	illegitimate	illegitimate	ADJ
ajst-32556	45	15	traffic	traffic	NOUN
ajst-32556	45	16	,	,	PUNCT
ajst-32556	45	17	rendering	rendering	NOUN
ajst-32556	45	18	services	service	NOUN
ajst-32556	45	19	inaccessible	inaccessible	ADJ
ajst-32556	45	20	to	to	ADP
ajst-32556	45	21	legitimate	legitimate	ADJ
ajst-32556	45	22	users	user	NOUN
ajst-32556	45	23	.	.	PUNCT
ajst-32556	46	1	in	in	ADP
ajst-32556	46	2	centralized	centralized	ADJ
ajst-32556	46	3	architectures	architecture	NOUN
ajst-32556	46	4	,	,	PUNCT
ajst-32556	46	5	distinguishing	distinguish	VERB
ajst-32556	46	6	between	between	ADP
ajst-32556	46	7	valid	valid	ADJ
ajst-32556	46	8	and	and	CCONJ
ajst-32556	46	9	malicious	malicious	ADJ
ajst-32556	46	10	requests	request	NOUN
ajst-32556	46	11	is	be	AUX
ajst-32556	46	12	difficult	difficult	ADJ
ajst-32556	46	13	.	.	PUNCT
ajst-32556	47	1	the	the	DET
ajst-32556	47	2	massive	massive	ADJ
ajst-32556	47	3	scale	scale	NOUN
ajst-32556	47	4	of	of	ADP
ajst-32556	47	5	modern	modern	ADJ
ajst-32556	47	6	ddos	ddo	NOUN
ajst-32556	47	7	attacks	attack	NOUN
ajst-32556	47	8	—	—	PUNCT
ajst-32556	47	9	often	often	ADV
ajst-32556	47	10	reaching	reach	VERB
ajst-32556	47	11	terabitper	terabitper	NOUN
ajst-32556	47	12	-	-	PUNCT
ajst-32556	47	13	second	second	ADJ
ajst-32556	47	14	traffic	traffic	NOUN
ajst-32556	47	15	volumes	volume	NOUN
ajst-32556	47	16	—	—	PUNCT
ajst-32556	47	17	poses	pose	VERB
ajst-32556	47	18	severe	severe	ADJ
ajst-32556	47	19	risks	risk	NOUN
ajst-32556	47	20	to	to	ADP
ajst-32556	47	21	service	service	NOUN
ajst-32556	47	22	providers	provider	NOUN
ajst-32556	47	23	.	.	PUNCT
ajst-32556	48	1	the	the	DET
ajst-32556	48	2	2016	2016	NUM
ajst-32556	48	3	mirai	mirai	PROPN
ajst-32556	48	4	botnet	botnet	PROPN
ajst-32556	48	5	incident	incident	PROPN
ajst-32556	48	6	exemplifies	exemplify	VERB
ajst-32556	48	7	this	this	DET
ajst-32556	48	8	problem	problem	NOUN
ajst-32556	48	9	,	,	PUNCT
ajst-32556	48	10	in	in	ADP
ajst-32556	48	11	which	which	PRON
ajst-32556	48	12	compromised	compromise	VERB
ajst-32556	48	13	iot	iot	PROPN
ajst-32556	48	14	devices	device	NOUN
ajst-32556	48	15	launched	launch	VERB
ajst-32556	48	16	attacks	attack	NOUN
ajst-32556	48	17	exceeding	exceed	VERB
ajst-32556	48	18	1	1	NUM
ajst-32556	48	19	tbps	tbps	PROPN
ajst-32556	48	20	against	against	ADP
ajst-32556	48	21	providers	provider	NOUN
ajst-32556	48	22	such	such	ADJ
ajst-32556	48	23	as	as	ADP
ajst-32556	48	24	dyn	dyn	NOUN
ajst-32556	48	25	and	and	CCONJ
ajst-32556	48	26	ovh	ovh	PROPN
ajst-32556	48	27	,	,	PUNCT
ajst-32556	48	28	disrupting	disrupt	VERB
ajst-32556	48	29	major	major	ADJ
ajst-32556	48	30	internet	internet	NOUN
ajst-32556	48	31	services	service	NOUN
ajst-32556	48	32	[	[	X
ajst-32556	48	33	7	7	NUM
ajst-32556	48	34	]	]	PUNCT
ajst-32556	48	35	.	.	PUNCT
ajst-32556	49	1	in	in	ADP
ajst-32556	49	2	addition	addition	NOUN
ajst-32556	49	3	to	to	ADP
ajst-32556	49	4	ddos	ddos	NOUN
ajst-32556	49	5	threats	threat	NOUN
ajst-32556	49	6	,	,	PUNCT
ajst-32556	49	7	the	the	DET
ajst-32556	49	8	increased	increase	VERB
ajst-32556	49	9	number	number	NOUN
ajst-32556	49	10	of	of	ADP
ajst-32556	49	11	connected	connected	ADJ
ajst-32556	49	12	devices	device	NOUN
ajst-32556	49	13	in	in	ADP
ajst-32556	49	14	iot	iot	PROPN
ajst-32556	49	15	poses	pose	NOUN
ajst-32556	49	16	several	several	ADJ
ajst-32556	49	17	challenges	challenge	NOUN
ajst-32556	49	18	,	,	PUNCT
ajst-32556	49	19	for	for	ADP
ajst-32556	49	20	instance	instance	NOUN
ajst-32556	49	21	,	,	PUNCT
ajst-32556	49	22	to	to	PART
ajst-32556	49	23	effectively	effectively	ADV
ajst-32556	49	24	handle	handle	VERB
ajst-32556	49	25	the	the	DET
ajst-32556	49	26	enormous	enormous	ADJ
ajst-32556	49	27	amounts	amount	NOUN
ajst-32556	49	28	of	of	ADP
ajst-32556	49	29	data	datum	NOUN
ajst-32556	49	30	,	,	PUNCT
ajst-32556	49	31	interoperability	interoperability	NOUN
ajst-32556	49	32	among	among	ADP
ajst-32556	49	33	various	various	ADJ
ajst-32556	49	34	hardware	hardware	NOUN
ajst-32556	49	35	and	and	CCONJ
ajst-32556	49	36	software	software	NOUN
ajst-32556	49	37	platforms	platform	NOUN
ajst-32556	49	38	,	,	PUNCT
ajst-32556	49	39	challenges	challenge	NOUN
ajst-32556	49	40	related	relate	VERB
ajst-32556	49	41	to	to	ADP
ajst-32556	49	42	big	big	ADJ
ajst-32556	49	43	data	datum	NOUN
ajst-32556	49	44	management	management	NOUN
ajst-32556	49	45	,	,	PUNCT
ajst-32556	49	46	privacy	privacy	NOUN
ajst-32556	49	47	and	and	CCONJ
ajst-32556	49	48	provenance	provenance	NOUN
ajst-32556	49	49	,	,	PUNCT
ajst-32556	49	50	mobility	mobility	NOUN
ajst-32556	49	51	management	management	NOUN
ajst-32556	49	52	and	and	CCONJ
ajst-32556	49	53	handover	handover	NOUN
ajst-32556	49	54	,	,	PUNCT
ajst-32556	49	55	and	and	CCONJ
ajst-32556	49	56	privacy	privacy	NOUN
ajst-32556	49	57	and	and	CCONJ
ajst-32556	49	58	security	security	NOUN
ajst-32556	49	59	challenges	challenge	NOUN
ajst-32556	49	60	[	[	X
ajst-32556	49	61	8	8	NUM
ajst-32556	49	62	]	]	PUNCT
ajst-32556	49	63	.	.	PUNCT
ajst-32556	50	1	moreover	moreover	ADV
ajst-32556	50	2	,	,	PUNCT
ajst-32556	50	3	physical	physical	ADJ
ajst-32556	50	4	access	access	NOUN
ajst-32556	50	5	and	and	CCONJ
ajst-32556	50	6	supply	supply	NOUN
ajst-32556	50	7	chain	chain	NOUN
ajst-32556	50	8	tampering	tampering	NOUN
ajst-32556	50	9	create	create	VERB
ajst-32556	50	10	additional	additional	ADJ
ajst-32556	50	11	vectors	vector	NOUN
ajst-32556	50	12	for	for	ADP
ajst-32556	50	13	compromise	compromise	NOUN
ajst-32556	50	14	.	.	PUNCT
ajst-32556	51	1	attackers	attacker	NOUN
ajst-32556	51	2	can	can	AUX
ajst-32556	51	3	exploit	exploit	VERB
ajst-32556	51	4	these	these	DET
ajst-32556	51	5	weaknesses	weakness	NOUN
ajst-32556	51	6	to	to	PART
ajst-32556	51	7	infiltrate	infiltrate	VERB
ajst-32556	51	8	networks	network	NOUN
ajst-32556	51	9	,	,	PUNCT
ajst-32556	51	10	exfiltrate	exfiltrate	ADJ
ajst-32556	51	11	data	datum	NOUN
ajst-32556	51	12	,	,	PUNCT
ajst-32556	51	13	or	or	CCONJ
ajst-32556	51	14	disrupt	disrupt	VERB
ajst-32556	51	15	critical	critical	ADJ
ajst-32556	51	16	services	service	NOUN
ajst-32556	51	17	.	.	PUNCT
ajst-32556	52	1	furthermore	furthermore	ADV
ajst-32556	52	2	,	,	PUNCT
ajst-32556	52	3	cloud	cloud	ADJ
ajst-32556	52	4	126	126	NUM
ajst-32556	52	5	infrastructures	infrastructure	NOUN
ajst-32556	52	6	,	,	PUNCT
ajst-32556	52	7	though	though	SCONJ
ajst-32556	52	8	efficient	efficient	ADJ
ajst-32556	52	9	and	and	CCONJ
ajst-32556	52	10	scalable	scalable	ADJ
ajst-32556	52	11	,	,	PUNCT
ajst-32556	52	12	expand	expand	VERB
ajst-32556	52	13	the	the	DET
ajst-32556	52	14	attack	attack	NOUN
ajst-32556	52	15	surface	surface	NOUN
ajst-32556	52	16	by	by	ADP
ajst-32556	52	17	distributing	distribute	VERB
ajst-32556	52	18	resources	resource	NOUN
ajst-32556	52	19	across	across	ADP
ajst-32556	52	20	multiple	multiple	ADJ
ajst-32556	52	21	locations	location	NOUN
ajst-32556	52	22	.	.	PUNCT
ajst-32556	53	1	misconfigurations	misconfiguration	NOUN
ajst-32556	53	2	,	,	PUNCT
ajst-32556	53	3	insider	insider	NOUN
ajst-32556	53	4	threats	threat	NOUN
ajst-32556	53	5	,	,	PUNCT
ajst-32556	53	6	and	and	CCONJ
ajst-32556	53	7	api	api	NOUN
ajst-32556	53	8	vulnerabilities	vulnerability	NOUN
ajst-32556	53	9	increase	increase	VERB
ajst-32556	53	10	the	the	DET
ajst-32556	53	11	risk	risk	NOUN
ajst-32556	53	12	of	of	ADP
ajst-32556	53	13	data	datum	NOUN
ajst-32556	53	14	breaches	breach	NOUN
ajst-32556	53	15	.	.	PUNCT
ajst-32556	54	1	additionally	additionally	ADV
ajst-32556	54	2	,	,	PUNCT
ajst-32556	54	3	traditional	traditional	ADJ
ajst-32556	54	4	security	security	NOUN
ajst-32556	54	5	monitoring	monitoring	NOUN
ajst-32556	54	6	tools	tool	NOUN
ajst-32556	54	7	often	often	ADV
ajst-32556	54	8	lack	lack	VERB
ajst-32556	54	9	visibility	visibility	NOUN
ajst-32556	54	10	across	across	ADP
ajst-32556	54	11	dynamic	dynamic	ADJ
ajst-32556	54	12	,	,	PUNCT
ajst-32556	54	13	multi	multi	ADJ
ajst-32556	54	14	-	-	ADJ
ajst-32556	54	15	cloud	cloud	ADJ
ajst-32556	54	16	environments	environment	NOUN
ajst-32556	55	1	[	[	X
ajst-32556	55	2	9	9	NUM
ajst-32556	55	3	]	]	PUNCT
ajst-32556	55	4	.	.	PUNCT
ajst-32556	56	1	overall	overall	ADV
ajst-32556	56	2	,	,	PUNCT
ajst-32556	56	3	the	the	DET
ajst-32556	56	4	evolving	evolve	VERB
ajst-32556	56	5	threat	threat	NOUN
ajst-32556	56	6	landscape	landscape	NOUN
ajst-32556	56	7	demands	demand	VERB
ajst-32556	56	8	real	real	ADJ
ajst-32556	56	9	-	-	PUNCT
ajst-32556	56	10	time	time	NOUN
ajst-32556	56	11	coordination	coordination	NOUN
ajst-32556	56	12	and	and	CCONJ
ajst-32556	56	13	authentication	authentication	NOUN
ajst-32556	56	14	among	among	ADP
ajst-32556	56	15	stakeholders	stakeholder	NOUN
ajst-32556	56	16	—	—	PUNCT
ajst-32556	56	17	network	network	NOUN
ajst-32556	56	18	operators	operator	NOUN
ajst-32556	56	19	,	,	PUNCT
ajst-32556	56	20	internet	internet	NOUN
ajst-32556	56	21	service	service	NOUN
ajst-32556	56	22	providers	provider	NOUN
ajst-32556	56	23	,	,	PUNCT
ajst-32556	56	24	and	and	CCONJ
ajst-32556	56	25	mitigation	mitigation	NOUN
ajst-32556	56	26	providers	provider	NOUN
ajst-32556	56	27	—	—	PUNCT
ajst-32556	56	28	to	to	PART
ajst-32556	56	29	effectively	effectively	ADV
ajst-32556	56	30	counter	counter	VERB
ajst-32556	56	31	large	large	ADJ
ajst-32556	56	32	-	-	PUNCT
ajst-32556	56	33	scale	scale	NOUN
ajst-32556	56	34	attacks	attack	NOUN
ajst-32556	56	35	.	.	PUNCT
ajst-32556	57	1	blockchain	blockchain	PROPN
ajst-32556	57	2	,	,	PUNCT
ajst-32556	57	3	with	with	ADP
ajst-32556	57	4	its	its	PRON
ajst-32556	57	5	decentralized	decentralized	ADJ
ajst-32556	57	6	trust	trust	NOUN
ajst-32556	57	7	model	model	NOUN
ajst-32556	57	8	and	and	CCONJ
ajst-32556	57	9	immutable	immutable	ADJ
ajst-32556	57	10	records	record	NOUN
ajst-32556	57	11	,	,	PUNCT
ajst-32556	57	12	offers	offer	VERB
ajst-32556	57	13	a	a	DET
ajst-32556	57	14	potential	potential	ADJ
ajst-32556	57	15	foundation	foundation	NOUN
ajst-32556	57	16	for	for	ADP
ajst-32556	57	17	achieving	achieve	VERB
ajst-32556	57	18	secure	secure	ADJ
ajst-32556	57	19	,	,	PUNCT
ajst-32556	57	20	collaborative	collaborative	ADJ
ajst-32556	57	21	,	,	PUNCT
ajst-32556	57	22	and	and	CCONJ
ajst-32556	57	23	transparent	transparent	ADJ
ajst-32556	57	24	network	network	NOUN
ajst-32556	57	25	defense	defense	NOUN
ajst-32556	57	26	.	.	PUNCT
ajst-32556	58	1	4	4	X
ajst-32556	58	2	.	.	X
ajst-32556	58	3	blockchain	blockchain	NOUN
ajst-32556	58	4	for	for	ADP
ajst-32556	58	5	network	network	NOUN
ajst-32556	58	6	security	security	NOUN
ajst-32556	58	7	:	:	PUNCT
ajst-32556	58	8	mechanisms	mechanism	NOUN
ajst-32556	58	9	overall	overall	ADV
ajst-32556	58	10	,	,	PUNCT
ajst-32556	58	11	blockchain	blockchain	PROPN
ajst-32556	58	12	’s	’s	PART
ajst-32556	58	13	decentralized	decentralize	VERB
ajst-32556	58	14	architecture	architecture	NOUN
ajst-32556	58	15	,	,	PUNCT
ajst-32556	58	16	consensus	consensus	NOUN
ajst-32556	58	17	algorithms	algorithm	NOUN
ajst-32556	58	18	,	,	PUNCT
ajst-32556	58	19	and	and	CCONJ
ajst-32556	58	20	smart	smart	ADJ
ajst-32556	58	21	contracts	contract	NOUN
ajst-32556	58	22	make	make	VERB
ajst-32556	58	23	it	it	PRON
ajst-32556	58	24	suitable	suitable	ADJ
ajst-32556	58	25	for	for	ADP
ajst-32556	58	26	building	build	VERB
ajst-32556	58	27	resilient	resilient	ADJ
ajst-32556	58	28	network	network	NOUN
ajst-32556	58	29	security	security	NOUN
ajst-32556	58	30	frameworks	framework	NOUN
ajst-32556	58	31	[	[	X
ajst-32556	58	32	10	10	NUM
ajst-32556	58	33	]	]	PUNCT
ajst-32556	58	34	.	.	PUNCT
ajst-32556	59	1	in	in	ADP
ajst-32556	59	2	a	a	DET
ajst-32556	59	3	blockchain	blockchain	NOUN
ajst-32556	59	4	-	-	PUNCT
ajst-32556	59	5	based	base	VERB
ajst-32556	59	6	total	total	ADJ
ajst-32556	59	7	network	network	NOUN
ajst-32556	59	8	,	,	PUNCT
ajst-32556	59	9	data	datum	NOUN
ajst-32556	59	10	is	be	AUX
ajst-32556	59	11	sent	send	VERB
ajst-32556	59	12	through	through	ADP
ajst-32556	59	13	multiple	multiple	ADJ
ajst-32556	59	14	nodes	node	NOUN
ajst-32556	59	15	,	,	PUNCT
ajst-32556	59	16	and	and	CCONJ
ajst-32556	59	17	each	each	DET
ajst-32556	59	18	block	block	NOUN
ajst-32556	59	19	is	be	AUX
ajst-32556	59	20	encrypted	encrypt	VERB
ajst-32556	59	21	,	,	PUNCT
ajst-32556	59	22	making	make	VERB
ajst-32556	59	23	it	it	PRON
ajst-32556	59	24	hard	hard	ADJ
ajst-32556	59	25	for	for	SCONJ
ajst-32556	59	26	hackers	hacker	NOUN
ajst-32556	59	27	to	to	PART
ajst-32556	59	28	gain	gain	VERB
ajst-32556	59	29	access	access	NOUN
ajst-32556	59	30	to	to	ADP
ajst-32556	59	31	and	and	CCONJ
ajst-32556	59	32	manipulate	manipulate	VERB
ajst-32556	59	33	information	information	NOUN
ajst-32556	59	34	.	.	PUNCT
ajst-32556	60	1	and	and	CCONJ
ajst-32556	60	2	with	with	ADP
ajst-32556	60	3	smart	smart	ADJ
ajst-32556	60	4	contracts	contract	NOUN
ajst-32556	60	5	,	,	PUNCT
ajst-32556	60	6	which	which	PRON
ajst-32556	60	7	are	be	AUX
ajst-32556	60	8	self	self	NOUN
ajst-32556	60	9	-	-	PUNCT
ajst-32556	60	10	executing	execute	VERB
ajst-32556	60	11	programs	program	NOUN
ajst-32556	60	12	designed	design	VERB
ajst-32556	60	13	to	to	PART
ajst-32556	60	14	automatically	automatically	ADV
ajst-32556	60	15	enforce	enforce	VERB
ajst-32556	60	16	agreements	agreement	NOUN
ajst-32556	60	17	when	when	SCONJ
ajst-32556	60	18	predefined	predefine	VERB
ajst-32556	60	19	conditions	condition	NOUN
ajst-32556	60	20	are	be	AUX
ajst-32556	60	21	met	meet	VERB
ajst-32556	60	22	,	,	PUNCT
ajst-32556	60	23	admission	admission	NOUN
ajst-32556	60	24	to	to	ADP
ajst-32556	60	25	records	record	NOUN
ajst-32556	60	26	may	may	AUX
ajst-32556	60	27	be	be	AUX
ajst-32556	60	28	controlled	control	VERB
ajst-32556	60	29	and	and	CCONJ
ajst-32556	60	30	confined	confine	VERB
ajst-32556	60	31	,	,	PUNCT
ajst-32556	60	32	reducing	reduce	VERB
ajst-32556	60	33	the	the	DET
ajst-32556	60	34	chance	chance	NOUN
ajst-32556	60	35	of	of	ADP
ajst-32556	60	36	insider	insider	NOUN
ajst-32556	60	37	assaults	assault	NOUN
ajst-32556	60	38	and	and	CCONJ
ajst-32556	60	39	ensuring	ensure	VERB
ajst-32556	60	40	network	network	NOUN
ajst-32556	60	41	security	security	NOUN
ajst-32556	60	42	.	.	PUNCT
ajst-32556	61	1	in	in	ADP
ajst-32556	61	2	a	a	DET
ajst-32556	61	3	blockchain	blockchain	NOUN
ajst-32556	61	4	-	-	PUNCT
ajst-32556	61	5	based	base	VERB
ajst-32556	61	6	network	network	NOUN
ajst-32556	61	7	,	,	PUNCT
ajst-32556	61	8	the	the	DET
ajst-32556	61	9	consensus	consensus	NOUN
ajst-32556	61	10	mechanism	mechanism	NOUN
ajst-32556	61	11	filters	filter	VERB
ajst-32556	61	12	out	out	ADP
ajst-32556	61	13	fake	fake	ADJ
ajst-32556	61	14	requests	request	NOUN
ajst-32556	61	15	,	,	PUNCT
ajst-32556	61	16	substantially	substantially	ADV
ajst-32556	61	17	lowering	lower	VERB
ajst-32556	61	18	the	the	DET
ajst-32556	61	19	threat	threat	NOUN
ajst-32556	61	20	of	of	ADP
ajst-32556	61	21	ddos	ddos	NOUN
ajst-32556	61	22	assaults	assault	NOUN
ajst-32556	61	23	.	.	PUNCT
ajst-32556	62	1	because	because	SCONJ
ajst-32556	62	2	data	datum	NOUN
ajst-32556	62	3	and	and	CCONJ
ajst-32556	62	4	services	service	NOUN
ajst-32556	62	5	are	be	AUX
ajst-32556	62	6	spread	spread	VERB
ajst-32556	62	7	across	across	ADP
ajst-32556	62	8	thousands	thousand	NOUN
ajst-32556	62	9	of	of	ADP
ajst-32556	62	10	computers	computer	NOUN
ajst-32556	62	11	,	,	PUNCT
ajst-32556	62	12	there	there	PRON
ajst-32556	62	13	is	be	VERB
ajst-32556	62	14	no	no	DET
ajst-32556	62	15	central	central	ADJ
ajst-32556	62	16	server	server	NOUN
ajst-32556	62	17	to	to	PART
ajst-32556	62	18	overwhelm	overwhelm	VERB
ajst-32556	62	19	.	.	PUNCT
ajst-32556	63	1	an	an	DET
ajst-32556	63	2	attacker	attacker	NOUN
ajst-32556	63	3	would	would	AUX
ajst-32556	63	4	need	need	VERB
ajst-32556	63	5	to	to	PART
ajst-32556	63	6	take	take	VERB
ajst-32556	63	7	down	down	ADP
ajst-32556	63	8	the	the	DET
ajst-32556	63	9	entire	entire	ADJ
ajst-32556	63	10	network	network	NOUN
ajst-32556	63	11	,	,	PUNCT
ajst-32556	63	12	which	which	PRON
ajst-32556	63	13	is	be	AUX
ajst-32556	63	14	practically	practically	ADV
ajst-32556	63	15	impossible	impossible	ADJ
ajst-32556	63	16	.	.	PUNCT
ajst-32556	64	1	once	once	ADV
ajst-32556	64	2	a	a	DET
ajst-32556	64	3	threat	threat	NOUN
ajst-32556	64	4	,	,	PUNCT
ajst-32556	64	5	such	such	ADJ
ajst-32556	64	6	as	as	ADP
ajst-32556	64	7	a	a	DET
ajst-32556	64	8	malicious	malicious	ADJ
ajst-32556	64	9	ip	ip	NOUN
ajst-32556	64	10	address	address	NOUN
ajst-32556	64	11	,	,	PUNCT
ajst-32556	64	12	is	be	AUX
ajst-32556	64	13	posted	post	VERB
ajst-32556	64	14	to	to	ADP
ajst-32556	64	15	the	the	DET
ajst-32556	64	16	blockchain	blockchain	NOUN
ajst-32556	64	17	,	,	PUNCT
ajst-32556	64	18	it	it	PRON
ajst-32556	64	19	can	can	AUX
ajst-32556	64	20	not	not	PART
ajst-32556	64	21	be	be	AUX
ajst-32556	64	22	altered	alter	VERB
ajst-32556	64	23	or	or	CCONJ
ajst-32556	64	24	deleted	delete	VERB
ajst-32556	64	25	.	.	PUNCT
ajst-32556	65	1	this	this	PRON
ajst-32556	65	2	makes	make	VERB
ajst-32556	65	3	the	the	DET
ajst-32556	65	4	information	information	NOUN
ajst-32556	65	5	trustworthy	trustworthy	ADJ
ajst-32556	65	6	.	.	PUNCT
ajst-32556	66	1	moreover	moreover	ADV
ajst-32556	66	2	,	,	PUNCT
ajst-32556	66	3	smart	smart	ADJ
ajst-32556	66	4	contracts	contract	NOUN
ajst-32556	66	5	can	can	AUX
ajst-32556	66	6	automatically	automatically	ADV
ajst-32556	66	7	and	and	CCONJ
ajst-32556	66	8	instantly	instantly	ADV
ajst-32556	66	9	share	share	VERB
ajst-32556	66	10	new	new	ADJ
ajst-32556	66	11	threat	threat	NOUN
ajst-32556	66	12	data	datum	NOUN
ajst-32556	66	13	with	with	ADP
ajst-32556	66	14	all	all	DET
ajst-32556	66	15	members	member	NOUN
ajst-32556	66	16	,	,	PUNCT
ajst-32556	66	17	enhancing	enhance	VERB
ajst-32556	66	18	the	the	DET
ajst-32556	66	19	speed	speed	NOUN
ajst-32556	66	20	and	and	CCONJ
ajst-32556	66	21	effectiveness	effectiveness	NOUN
ajst-32556	66	22	of	of	ADP
ajst-32556	66	23	defenses	defense	NOUN
ajst-32556	66	24	.	.	PUNCT
ajst-32556	67	1	in	in	ADP
ajst-32556	67	2	the	the	DET
ajst-32556	67	3	context	context	NOUN
ajst-32556	67	4	of	of	ADP
ajst-32556	67	5	iot	iot	NOUN
ajst-32556	67	6	,	,	PUNCT
ajst-32556	67	7	sensors	sensor	NOUN
ajst-32556	67	8	can	can	AUX
ajst-32556	67	9	record	record	VERB
ajst-32556	67	10	a	a	DET
ajst-32556	67	11	"	"	PUNCT
ajst-32556	67	12	fingerprint	fingerprint	NOUN
ajst-32556	67	13	"	"	PUNCT
ajst-32556	67	14	of	of	ADP
ajst-32556	67	15	their	their	PRON
ajst-32556	67	16	data	datum	NOUN
ajst-32556	67	17	on	on	ADP
ajst-32556	67	18	the	the	DET
ajst-32556	67	19	blockchain	blockchain	NOUN
ajst-32556	67	20	,	,	PUNCT
ajst-32556	67	21	proving	prove	VERB
ajst-32556	67	22	the	the	DET
ajst-32556	67	23	data	datum	NOUN
ajst-32556	67	24	is	be	AUX
ajst-32556	67	25	original	original	ADJ
ajst-32556	67	26	and	and	CCONJ
ajst-32556	67	27	has	have	AUX
ajst-32556	67	28	n't	not	PART
ajst-32556	67	29	been	be	AUX
ajst-32556	67	30	changed	change	VERB
ajst-32556	67	31	.	.	PUNCT
ajst-32556	68	1	smart	smart	ADJ
ajst-32556	68	2	contracts	contract	NOUN
ajst-32556	68	3	can	can	AUX
ajst-32556	68	4	automatically	automatically	ADV
ajst-32556	68	5	sell	sell	VERB
ajst-32556	68	6	or	or	CCONJ
ajst-32556	68	7	grant	grant	VERB
ajst-32556	68	8	access	access	NOUN
ajst-32556	68	9	to	to	ADP
ajst-32556	68	10	this	this	DET
ajst-32556	68	11	data	datum	NOUN
ajst-32556	68	12	.	.	PUNCT
ajst-32556	69	1	collectively	collectively	ADV
ajst-32556	69	2	,	,	PUNCT
ajst-32556	69	3	these	these	DET
ajst-32556	69	4	blockchainnative	blockchainnative	ADJ
ajst-32556	69	5	mechanisms	mechanism	NOUN
ajst-32556	69	6	establish	establish	VERB
ajst-32556	69	7	a	a	DET
ajst-32556	69	8	foundational	foundational	ADJ
ajst-32556	69	9	layer	layer	NOUN
ajst-32556	69	10	of	of	ADP
ajst-32556	69	11	trust	trust	NOUN
ajst-32556	69	12	and	and	CCONJ
ajst-32556	69	13	automation	automation	NOUN
ajst-32556	69	14	that	that	PRON
ajst-32556	69	15	can	can	AUX
ajst-32556	69	16	be	be	AUX
ajst-32556	69	17	strategically	strategically	ADV
ajst-32556	69	18	leveraged	leveraged	ADJ
ajst-32556	69	19	to	to	PART
ajst-32556	69	20	address	address	VERB
ajst-32556	69	21	a	a	DET
ajst-32556	69	22	wide	wide	ADJ
ajst-32556	69	23	spectrum	spectrum	NOUN
ajst-32556	69	24	of	of	ADP
ajst-32556	69	25	network	network	NOUN
ajst-32556	69	26	security	security	NOUN
ajst-32556	69	27	challenges	challenge	NOUN
ajst-32556	69	28	.	.	PUNCT
ajst-32556	70	1	5	5	X
ajst-32556	70	2	.	.	X
ajst-32556	70	3	applications	application	NOUN
ajst-32556	70	4	blockchain	blockchain	PROPN
ajst-32556	70	5	’s	’s	PART
ajst-32556	70	6	decentralized	decentralize	VERB
ajst-32556	70	7	architecture	architecture	NOUN
ajst-32556	70	8	enables	enable	VERB
ajst-32556	70	9	multiple	multiple	ADJ
ajst-32556	70	10	innovative	innovative	ADJ
ajst-32556	70	11	applications	application	NOUN
ajst-32556	70	12	in	in	ADP
ajst-32556	70	13	network	network	NOUN
ajst-32556	70	14	defense	defense	NOUN
ajst-32556	70	15	.	.	PUNCT
ajst-32556	71	1	its	its	PRON
ajst-32556	71	2	immutability	immutability	NOUN
ajst-32556	71	3	,	,	PUNCT
ajst-32556	71	4	traceability	traceability	NOUN
ajst-32556	71	5	,	,	PUNCT
ajst-32556	71	6	and	and	CCONJ
ajst-32556	71	7	distributed	distribute	VERB
ajst-32556	71	8	trust	trust	NOUN
ajst-32556	71	9	mechanisms	mechanism	NOUN
ajst-32556	71	10	are	be	AUX
ajst-32556	71	11	particularly	particularly	ADV
ajst-32556	71	12	well	well	ADV
ajst-32556	71	13	-	-	PUNCT
ajst-32556	71	14	suited	suited	ADJ
ajst-32556	71	15	for	for	ADP
ajst-32556	71	16	dealing	deal	VERB
ajst-32556	71	17	with	with	ADP
ajst-32556	71	18	cyber	cyber	ADJ
ajst-32556	71	19	threats	threat	NOUN
ajst-32556	71	20	that	that	PRON
ajst-32556	71	21	exploit	exploit	VERB
ajst-32556	71	22	central	central	ADJ
ajst-32556	71	23	points	point	NOUN
ajst-32556	71	24	of	of	ADP
ajst-32556	71	25	failure	failure	NOUN
ajst-32556	71	26	.	.	PUNCT
ajst-32556	72	1	this	this	DET
ajst-32556	72	2	section	section	NOUN
ajst-32556	72	3	elaborates	elaborate	VERB
ajst-32556	72	4	on	on	ADP
ajst-32556	72	5	how	how	SCONJ
ajst-32556	72	6	blockchain	blockchain	PROPN
ajst-32556	72	7	can	can	AUX
ajst-32556	72	8	be	be	AUX
ajst-32556	72	9	applied	apply	VERB
ajst-32556	72	10	to	to	PART
ajst-32556	72	11	mitigate	mitigate	VERB
ajst-32556	72	12	ddos	ddos	NOUN
ajst-32556	72	13	attacks	attack	NOUN
ajst-32556	72	14	,	,	PUNCT
ajst-32556	72	15	facilitate	facilitate	NOUN
ajst-32556	72	16	network	network	NOUN
ajst-32556	72	17	threat	threat	NOUN
ajst-32556	72	18	intelligence	intelligence	NOUN
ajst-32556	72	19	sharing	sharing	NOUN
ajst-32556	72	20	,	,	PUNCT
ajst-32556	72	21	and	and	CCONJ
ajst-32556	72	22	enhance	enhance	VERB
ajst-32556	72	23	data	data	NOUN
ajst-32556	72	24	security	security	NOUN
ajst-32556	72	25	in	in	ADP
ajst-32556	72	26	iot	iot	PROPN
ajst-32556	72	27	ecosystems	ecosystem	NOUN
ajst-32556	72	28	.	.	PUNCT
ajst-32556	73	1	in	in	ADP
ajst-32556	73	2	protecting	protect	VERB
ajst-32556	73	3	against	against	ADP
ajst-32556	73	4	ddos	ddos	NOUN
ajst-32556	73	5	attacks	attack	NOUN
ajst-32556	73	6	,	,	PUNCT
ajst-32556	73	7	blockchain	blockchain	PROPN
ajst-32556	73	8	enables	enable	VERB
ajst-32556	73	9	distributed	distribute	VERB
ajst-32556	73	10	coordination	coordination	NOUN
ajst-32556	73	11	for	for	ADP
ajst-32556	73	12	ddos	ddos	NOUN
ajst-32556	73	13	mitigation	mitigation	NOUN
ajst-32556	73	14	through	through	ADP
ajst-32556	73	15	decentralized	decentralize	VERB
ajst-32556	73	16	rule	rule	NOUN
ajst-32556	73	17	sharing	sharing	NOUN
ajst-32556	73	18	and	and	CCONJ
ajst-32556	73	19	verification	verification	NOUN
ajst-32556	73	20	.	.	PUNCT
ajst-32556	74	1	by	by	ADP
ajst-32556	74	2	storing	store	VERB
ajst-32556	74	3	routing	routing	NOUN
ajst-32556	74	4	policies	policy	NOUN
ajst-32556	74	5	,	,	PUNCT
ajst-32556	74	6	threat	threat	NOUN
ajst-32556	74	7	intelligence	intelligence	NOUN
ajst-32556	74	8	,	,	PUNCT
ajst-32556	74	9	and	and	CCONJ
ajst-32556	74	10	filtering	filter	VERB
ajst-32556	74	11	rules	rule	NOUN
ajst-32556	74	12	on	on	ADP
ajst-32556	74	13	a	a	DET
ajst-32556	74	14	shared	share	VERB
ajst-32556	74	15	ledger	ledger	NOUN
ajst-32556	74	16	,	,	PUNCT
ajst-32556	74	17	multiple	multiple	ADJ
ajst-32556	74	18	internet	internet	NOUN
ajst-32556	74	19	service	service	NOUN
ajst-32556	74	20	providers	provider	NOUN
ajst-32556	74	21	(	(	PUNCT
ajst-32556	74	22	isps	isps	NOUN
ajst-32556	74	23	)	)	PUNCT
ajst-32556	74	24	can	can	AUX
ajst-32556	74	25	collaborate	collaborate	VERB
ajst-32556	74	26	without	without	ADP
ajst-32556	74	27	depending	depend	VERB
ajst-32556	74	28	on	on	ADP
ajst-32556	74	29	a	a	DET
ajst-32556	74	30	single	single	ADJ
ajst-32556	74	31	central	central	ADJ
ajst-32556	74	32	authority	authority	NOUN
ajst-32556	74	33	[	[	X
ajst-32556	74	34	6	6	NUM
ajst-32556	74	35	]	]	PUNCT
ajst-32556	74	36	.	.	PUNCT
ajst-32556	75	1	smart	smart	ADJ
ajst-32556	75	2	contracts	contract	NOUN
ajst-32556	75	3	can	can	AUX
ajst-32556	75	4	automate	automate	VERB
ajst-32556	75	5	the	the	DET
ajst-32556	75	6	enforcement	enforcement	NOUN
ajst-32556	75	7	of	of	ADP
ajst-32556	75	8	mitigation	mitigation	NOUN
ajst-32556	75	9	strategies	strategy	NOUN
ajst-32556	75	10	,	,	PUNCT
ajst-32556	75	11	ensuring	ensure	VERB
ajst-32556	75	12	accountability	accountability	NOUN
ajst-32556	75	13	and	and	CCONJ
ajst-32556	75	14	transparency	transparency	NOUN
ajst-32556	75	15	among	among	ADP
ajst-32556	75	16	participants	participant	NOUN
ajst-32556	75	17	.	.	PUNCT
ajst-32556	76	1	using	use	VERB
ajst-32556	76	2	network	network	NOUN
ajst-32556	76	3	-	-	PUNCT
ajst-32556	76	4	level	level	NOUN
ajst-32556	76	5	mitigation	mitigation	NOUN
ajst-32556	76	6	strategies	strategy	NOUN
ajst-32556	76	7	,	,	PUNCT
ajst-32556	76	8	ddos	ddo	NOUN
ajst-32556	76	9	mitigation	mitigation	NOUN
ajst-32556	76	10	focuses	focus	VERB
ajst-32556	76	11	on	on	ADP
ajst-32556	76	12	decentralizing	decentralize	VERB
ajst-32556	76	13	traffic	traffic	NOUN
ajst-32556	76	14	validation	validation	NOUN
ajst-32556	76	15	and	and	CCONJ
ajst-32556	76	16	filtering	filtering	NOUN
ajst-32556	76	17	.	.	PUNCT
ajst-32556	77	1	instead	instead	ADV
ajst-32556	77	2	of	of	ADP
ajst-32556	77	3	relying	rely	VERB
ajst-32556	77	4	on	on	ADP
ajst-32556	77	5	a	a	DET
ajst-32556	77	6	centralized	centralized	ADJ
ajst-32556	77	7	scrubbing	scrubbing	NOUN
ajst-32556	77	8	center	center	NOUN
ajst-32556	77	9	,	,	PUNCT
ajst-32556	77	10	blockchain	blockchain	PROPN
ajst-32556	77	11	nodes	node	NOUN
ajst-32556	77	12	distributed	distribute	VERB
ajst-32556	77	13	across	across	ADP
ajst-32556	77	14	the	the	DET
ajst-32556	77	15	network	network	NOUN
ajst-32556	77	16	collectively	collectively	ADV
ajst-32556	77	17	authenticate	authenticate	VERB
ajst-32556	77	18	,	,	PUNCT
ajst-32556	77	19	verify	verify	VERB
ajst-32556	77	20	,	,	PUNCT
ajst-32556	77	21	and	and	CCONJ
ajst-32556	77	22	log	log	VERB
ajst-32556	77	23	packet	packet	NOUN
ajst-32556	77	24	metadata	metadata	NOUN
ajst-32556	77	25	using	use	VERB
ajst-32556	77	26	consensus	consensus	NOUN
ajst-32556	77	27	protocols	protocol	NOUN
ajst-32556	77	28	.	.	PUNCT
ajst-32556	78	1	routers	router	NOUN
ajst-32556	78	2	or	or	CCONJ
ajst-32556	78	3	edge	edge	NOUN
ajst-32556	78	4	gateways	gateway	NOUN
ajst-32556	78	5	can	can	AUX
ajst-32556	78	6	function	function	VERB
ajst-32556	78	7	as	as	ADP
ajst-32556	78	8	blockchain	blockchain	NOUN
ajst-32556	78	9	nodes	node	NOUN
ajst-32556	78	10	that	that	PRON
ajst-32556	78	11	record	record	NOUN
ajst-32556	78	12	summarized	summarize	VERB
ajst-32556	78	13	flow	flow	NOUN
ajst-32556	78	14	information	information	NOUN
ajst-32556	78	15	,	,	PUNCT
ajst-32556	78	16	enabling	enable	VERB
ajst-32556	78	17	real	real	ADJ
ajst-32556	78	18	-	-	PUNCT
ajst-32556	78	19	time	time	NOUN
ajst-32556	78	20	verification	verification	NOUN
ajst-32556	78	21	and	and	CCONJ
ajst-32556	78	22	anomaly	anomaly	NOUN
ajst-32556	78	23	detection	detection	NOUN
ajst-32556	78	24	.	.	PUNCT
ajst-32556	79	1	smart	smart	ADJ
ajst-32556	79	2	contracts	contract	NOUN
ajst-32556	79	3	automate	automate	NOUN
ajst-32556	79	4	rules	rule	NOUN
ajst-32556	79	5	that	that	PRON
ajst-32556	79	6	trigger	trigger	NOUN
ajst-32556	79	7	distributed	distribute	VERB
ajst-32556	79	8	filtering	filtering	NOUN
ajst-32556	79	9	mechanisms	mechanism	NOUN
ajst-32556	79	10	when	when	SCONJ
ajst-32556	79	11	abnormal	abnormal	ADJ
ajst-32556	79	12	traffic	traffic	NOUN
ajst-32556	79	13	is	be	AUX
ajst-32556	79	14	detected	detect	VERB
ajst-32556	79	15	.	.	PUNCT
ajst-32556	80	1	near	near	ADP
ajst-32556	80	2	-	-	PUNCT
ajst-32556	80	3	attack	attack	NOUN
ajst-32556	80	4	domain	domain	NOUN
ajst-32556	80	5	mitigation	mitigation	NOUN
ajst-32556	80	6	aims	aim	VERB
ajst-32556	80	7	to	to	PART
ajst-32556	80	8	detect	detect	VERB
ajst-32556	80	9	and	and	CCONJ
ajst-32556	80	10	neutralize	neutralize	VERB
ajst-32556	80	11	ddos	ddos	NOUN
ajst-32556	80	12	traffic	traffic	NOUN
ajst-32556	80	13	close	close	ADJ
ajst-32556	80	14	to	to	ADP
ajst-32556	80	15	its	its	PRON
ajst-32556	80	16	origin	origin	NOUN
ajst-32556	80	17	.	.	PUNCT
ajst-32556	81	1	blockchain	blockchain	NOUN
ajst-32556	81	2	-	-	PUNCT
ajst-32556	81	3	based	base	VERB
ajst-32556	81	4	systems	system	NOUN
ajst-32556	81	5	deployed	deploy	VERB
ajst-32556	81	6	near	near	ADP
ajst-32556	81	7	the	the	DET
ajst-32556	81	8	attack	attack	NOUN
ajst-32556	81	9	domain	domain	NOUN
ajst-32556	81	10	utilize	utilize	VERB
ajst-32556	81	11	distributed	distribute	VERB
ajst-32556	81	12	verification	verification	NOUN
ajst-32556	81	13	and	and	CCONJ
ajst-32556	81	14	reputation	reputation	NOUN
ajst-32556	81	15	scoring	score	VERB
ajst-32556	81	16	to	to	PART
ajst-32556	81	17	identify	identify	VERB
ajst-32556	81	18	malicious	malicious	ADJ
ajst-32556	81	19	nodes	node	NOUN
ajst-32556	81	20	early	early	ADV
ajst-32556	81	21	.	.	PUNCT
ajst-32556	82	1	each	each	DET
ajst-32556	82	2	node	node	NOUN
ajst-32556	82	3	participating	participate	VERB
ajst-32556	82	4	in	in	ADP
ajst-32556	82	5	traffic	traffic	NOUN
ajst-32556	82	6	forwarding	forwarding	NOUN
ajst-32556	82	7	records	record	VERB
ajst-32556	82	8	its	its	PRON
ajst-32556	82	9	activity	activity	NOUN
ajst-32556	82	10	and	and	CCONJ
ajst-32556	82	11	reputation	reputation	NOUN
ajst-32556	82	12	score	score	NOUN
ajst-32556	82	13	on	on	ADP
ajst-32556	82	14	the	the	DET
ajst-32556	82	15	blockchain	blockchain	NOUN
ajst-32556	82	16	.	.	PUNCT
ajst-32556	83	1	this	this	DET
ajst-32556	83	2	early	early	ADJ
ajst-32556	83	3	filtering	filtering	NOUN
ajst-32556	83	4	prevents	prevent	VERB
ajst-32556	83	5	malicious	malicious	ADJ
ajst-32556	83	6	traffic	traffic	NOUN
ajst-32556	83	7	from	from	ADP
ajst-32556	83	8	propagating	propagate	VERB
ajst-32556	83	9	to	to	ADP
ajst-32556	83	10	the	the	DET
ajst-32556	83	11	target	target	NOUN
ajst-32556	83	12	.	.	PUNCT
ajst-32556	84	1	near	near	ADP
ajst-32556	84	2	-	-	PUNCT
ajst-32556	84	3	victim	victim	NOUN
ajst-32556	84	4	mitigation	mitigation	NOUN
ajst-32556	84	5	focuses	focus	VERB
ajst-32556	84	6	on	on	ADP
ajst-32556	84	7	filtering	filter	VERB
ajst-32556	84	8	attack	attack	NOUN
ajst-32556	84	9	traffic	traffic	NOUN
ajst-32556	84	10	closer	close	ADV
ajst-32556	84	11	127	127	NUM
ajst-32556	84	12	to	to	ADP
ajst-32556	84	13	the	the	DET
ajst-32556	84	14	target	target	NOUN
ajst-32556	84	15	.	.	PUNCT
ajst-32556	85	1	blockchain	blockchain	PROPN
ajst-32556	85	2	nodes	node	NOUN
ajst-32556	85	3	at	at	ADP
ajst-32556	85	4	the	the	DET
ajst-32556	85	5	perimeter	perimeter	NOUN
ajst-32556	85	6	authenticate	authenticate	NOUN
ajst-32556	85	7	and	and	CCONJ
ajst-32556	85	8	prioritize	prioritize	VERB
ajst-32556	85	9	legitimate	legitimate	ADJ
ajst-32556	85	10	requests	request	NOUN
ajst-32556	85	11	.	.	PUNCT
ajst-32556	86	1	smart	smart	ADJ
ajst-32556	86	2	contracts	contract	NOUN
ajst-32556	86	3	enforce	enforce	VERB
ajst-32556	86	4	access	access	NOUN
ajst-32556	86	5	control	control	NOUN
ajst-32556	86	6	rules	rule	NOUN
ajst-32556	86	7	,	,	PUNCT
ajst-32556	86	8	and	and	CCONJ
ajst-32556	86	9	immutable	immutable	ADJ
ajst-32556	86	10	logs	log	NOUN
ajst-32556	86	11	support	support	VERB
ajst-32556	86	12	forensic	forensic	ADJ
ajst-32556	86	13	analysis	analysis	NOUN
ajst-32556	86	14	.	.	PUNCT
ajst-32556	87	1	although	although	SCONJ
ajst-32556	87	2	this	this	DET
ajst-32556	87	3	method	method	NOUN
ajst-32556	87	4	provides	provide	VERB
ajst-32556	87	5	fine	fine	ADV
ajst-32556	87	6	-	-	PUNCT
ajst-32556	87	7	grained	grain	VERB
ajst-32556	87	8	control	control	NOUN
ajst-32556	87	9	,	,	PUNCT
ajst-32556	87	10	it	it	PRON
ajst-32556	87	11	is	be	AUX
ajst-32556	87	12	often	often	ADV
ajst-32556	87	13	combined	combine	VERB
ajst-32556	87	14	with	with	ADP
ajst-32556	87	15	near	near	ADJ
ajst-32556	87	16	-	-	PUNCT
ajst-32556	87	17	source	source	NOUN
ajst-32556	87	18	filtering	filtering	NOUN
ajst-32556	87	19	to	to	PART
ajst-32556	87	20	reduce	reduce	VERB
ajst-32556	87	21	congestion	congestion	NOUN
ajst-32556	87	22	.	.	PUNCT
ajst-32556	88	1	hybrid	hybrid	ADJ
ajst-32556	88	2	mitigation	mitigation	NOUN
ajst-32556	88	3	strategies	strategy	NOUN
ajst-32556	88	4	integrate	integrate	VERB
ajst-32556	88	5	both	both	PRON
ajst-32556	88	6	near	near	ADJ
ajst-32556	88	7	-	-	PUNCT
ajst-32556	88	8	source	source	NOUN
ajst-32556	88	9	and	and	CCONJ
ajst-32556	88	10	near	near	ADV
ajst-32556	88	11	-	-	PUNCT
ajst-32556	88	12	victim	victim	NOUN
ajst-32556	88	13	strategies	strategy	NOUN
ajst-32556	88	14	.	.	PUNCT
ajst-32556	89	1	the	the	DET
ajst-32556	89	2	blockchain	blockchain	PROPN
ajst-32556	89	3	acts	act	VERB
ajst-32556	89	4	as	as	ADP
ajst-32556	89	5	a	a	DET
ajst-32556	89	6	coordination	coordination	NOUN
ajst-32556	89	7	layer	layer	NOUN
ajst-32556	89	8	linking	link	VERB
ajst-32556	89	9	distributed	distribute	VERB
ajst-32556	89	10	mitigation	mitigation	NOUN
ajst-32556	89	11	nodes	node	NOUN
ajst-32556	89	12	.	.	PUNCT
ajst-32556	90	1	consensus	consensus	NOUN
ajst-32556	90	2	mechanisms	mechanism	NOUN
ajst-32556	90	3	ensure	ensure	VERB
ajst-32556	90	4	all	all	DET
ajst-32556	90	5	nodes	node	NOUN
ajst-32556	90	6	share	share	VERB
ajst-32556	90	7	consistent	consistent	ADJ
ajst-32556	90	8	attack	attack	NOUN
ajst-32556	90	9	information	information	NOUN
ajst-32556	90	10	and	and	CCONJ
ajst-32556	90	11	mitigation	mitigation	NOUN
ajst-32556	90	12	rules	rule	NOUN
ajst-32556	90	13	,	,	PUNCT
ajst-32556	90	14	enabling	enable	VERB
ajst-32556	90	15	proactive	proactive	ADJ
ajst-32556	90	16	defense	defense	NOUN
ajst-32556	90	17	across	across	ADP
ajst-32556	90	18	networks	network	NOUN
ajst-32556	90	19	.	.	PUNCT
ajst-32556	91	1	in	in	ADP
ajst-32556	91	2	addition	addition	NOUN
ajst-32556	91	3	to	to	ADP
ajst-32556	91	4	ddos	ddos	VERB
ajst-32556	91	5	protection	protection	NOUN
ajst-32556	91	6	,	,	PUNCT
ajst-32556	91	7	blockchain	blockchain	PROPN
ajst-32556	91	8	also	also	ADV
ajst-32556	91	9	facilitates	facilitate	VERB
ajst-32556	91	10	decentralized	decentralized	ADJ
ajst-32556	91	11	threat	threat	NOUN
ajst-32556	91	12	intelligence	intelligence	NOUN
ajst-32556	91	13	sharing	sharing	NOUN
ajst-32556	91	14	,	,	PUNCT
ajst-32556	91	15	which	which	PRON
ajst-32556	91	16	is	be	AUX
ajst-32556	91	17	vital	vital	ADJ
ajst-32556	91	18	for	for	ADP
ajst-32556	91	19	proactive	proactive	ADJ
ajst-32556	91	20	cybersecurity	cybersecurity	NOUN
ajst-32556	91	21	.	.	PUNCT
ajst-32556	92	1	traditional	traditional	ADJ
ajst-32556	92	2	threat	threat	NOUN
ajst-32556	92	3	intelligence	intelligence	NOUN
ajst-32556	92	4	sharing	sharing	NOUN
ajst-32556	92	5	among	among	ADP
ajst-32556	92	6	organizations	organization	NOUN
ajst-32556	92	7	is	be	AUX
ajst-32556	92	8	often	often	ADV
ajst-32556	92	9	hindered	hinder	VERB
ajst-32556	92	10	by	by	ADP
ajst-32556	92	11	issues	issue	NOUN
ajst-32556	92	12	of	of	ADP
ajst-32556	92	13	trust	trust	NOUN
ajst-32556	92	14	,	,	PUNCT
ajst-32556	92	15	data	datum	NOUN
ajst-32556	92	16	integrity	integrity	NOUN
ajst-32556	92	17	,	,	PUNCT
ajst-32556	92	18	and	and	CCONJ
ajst-32556	92	19	privacy	privacy	NOUN
ajst-32556	92	20	.	.	PUNCT
ajst-32556	93	1	blockchain	blockchain	PROPN
ajst-32556	93	2	provides	provide	VERB
ajst-32556	93	3	a	a	DET
ajst-32556	93	4	secure	secure	ADJ
ajst-32556	93	5	and	and	CCONJ
ajst-32556	93	6	immutable	immutable	ADJ
ajst-32556	93	7	platform	platform	NOUN
ajst-32556	93	8	for	for	ADP
ajst-32556	93	9	recording	recording	NOUN
ajst-32556	93	10	and	and	CCONJ
ajst-32556	93	11	exchanging	exchange	VERB
ajst-32556	93	12	cyber	cyber	NOUN
ajst-32556	93	13	threat	threat	NOUN
ajst-32556	93	14	intelligence	intelligence	NOUN
ajst-32556	93	15	(	(	PUNCT
ajst-32556	93	16	cti	cti	PROPN
ajst-32556	93	17	)	)	PUNCT
ajst-32556	93	18	.	.	PUNCT
ajst-32556	94	1	each	each	DET
ajst-32556	94	2	participating	participate	VERB
ajst-32556	94	3	organization	organization	NOUN
ajst-32556	94	4	operates	operate	VERB
ajst-32556	94	5	a	a	DET
ajst-32556	94	6	node	node	NOUN
ajst-32556	94	7	that	that	PRON
ajst-32556	94	8	submits	submit	VERB
ajst-32556	94	9	verified	verify	VERB
ajst-32556	94	10	indicators	indicator	NOUN
ajst-32556	94	11	of	of	ADP
ajst-32556	94	12	compromise	compromise	NOUN
ajst-32556	94	13	(	(	PUNCT
ajst-32556	94	14	iocs	ioc	NOUN
ajst-32556	94	15	)	)	PUNCT
ajst-32556	94	16	to	to	ADP
ajst-32556	94	17	the	the	DET
ajst-32556	94	18	ledger	ledger	NOUN
ajst-32556	94	19	.	.	PUNCT
ajst-32556	95	1	these	these	DET
ajst-32556	95	2	entries	entry	NOUN
ajst-32556	95	3	are	be	AUX
ajst-32556	95	4	timestamped	timestampe	VERB
ajst-32556	95	5	,	,	PUNCT
ajst-32556	95	6	digitally	digitally	ADV
ajst-32556	95	7	signed	sign	VERB
ajst-32556	95	8	,	,	PUNCT
ajst-32556	95	9	and	and	CCONJ
ajst-32556	95	10	immutable	immutable	ADJ
ajst-32556	95	11	,	,	PUNCT
ajst-32556	95	12	ensuring	ensure	VERB
ajst-32556	95	13	authenticity	authenticity	NOUN
ajst-32556	95	14	and	and	CCONJ
ajst-32556	95	15	preventing	prevent	VERB
ajst-32556	95	16	tampering	tamper	VERB
ajst-32556	95	17	[	[	X
ajst-32556	95	18	11	11	NUM
ajst-32556	95	19	]	]	PUNCT
ajst-32556	95	20	.	.	PUNCT
ajst-32556	96	1	smart	smart	ADJ
ajst-32556	96	2	contracts	contract	NOUN
ajst-32556	96	3	can	can	AUX
ajst-32556	96	4	also	also	ADV
ajst-32556	96	5	establish	establish	VERB
ajst-32556	96	6	incentive	incentive	NOUN
ajst-32556	96	7	-	-	PUNCT
ajst-32556	96	8	based	base	VERB
ajst-32556	96	9	ecosystems	ecosystem	NOUN
ajst-32556	96	10	for	for	ADP
ajst-32556	96	11	sharing	share	VERB
ajst-32556	96	12	intelligence	intelligence	NOUN
ajst-32556	96	13	.	.	PUNCT
ajst-32556	97	1	contributors	contributor	NOUN
ajst-32556	97	2	receive	receive	VERB
ajst-32556	97	3	reputation	reputation	NOUN
ajst-32556	97	4	points	point	NOUN
ajst-32556	97	5	or	or	CCONJ
ajst-32556	97	6	cryptocurrency	cryptocurrency	NOUN
ajst-32556	97	7	tokens	token	NOUN
ajst-32556	97	8	when	when	SCONJ
ajst-32556	97	9	their	their	PRON
ajst-32556	97	10	shared	share	VERB
ajst-32556	97	11	intelligence	intelligence	NOUN
ajst-32556	97	12	assists	assist	NOUN
ajst-32556	97	13	in	in	ADP
ajst-32556	97	14	detecting	detect	VERB
ajst-32556	97	15	or	or	CCONJ
ajst-32556	97	16	preventing	prevent	VERB
ajst-32556	97	17	attacks	attack	NOUN
ajst-32556	97	18	.	.	PUNCT
ajst-32556	98	1	this	this	DET
ajst-32556	98	2	economic	economic	ADJ
ajst-32556	98	3	model	model	NOUN
ajst-32556	98	4	,	,	PUNCT
ajst-32556	98	5	as	as	SCONJ
ajst-32556	98	6	demonstrated	demonstrate	VERB
ajst-32556	98	7	in	in	ADP
ajst-32556	98	8	platforms	platform	NOUN
ajst-32556	98	9	like	like	ADP
ajst-32556	98	10	polyswarm	polyswarm	NOUN
ajst-32556	98	11	,	,	PUNCT
ajst-32556	98	12	fosters	foster	VERB
ajst-32556	98	13	active	active	ADJ
ajst-32556	98	14	participation	participation	NOUN
ajst-32556	98	15	from	from	ADP
ajst-32556	98	16	researchers	researcher	NOUN
ajst-32556	98	17	and	and	CCONJ
ajst-32556	98	18	organizations	organization	NOUN
ajst-32556	98	19	while	while	SCONJ
ajst-32556	98	20	ensuring	ensure	VERB
ajst-32556	98	21	data	datum	NOUN
ajst-32556	98	22	reliability	reliability	NOUN
ajst-32556	98	23	and	and	CCONJ
ajst-32556	98	24	quality	quality	NOUN
ajst-32556	98	25	[	[	X
ajst-32556	98	26	12	12	NUM
ajst-32556	98	27	]	]	PUNCT
ajst-32556	98	28	.	.	PUNCT
ajst-32556	99	1	blockchain	blockchain	PROPN
ajst-32556	99	2	’s	’s	PART
ajst-32556	99	3	decentralized	decentralize	VERB
ajst-32556	99	4	nature	nature	NOUN
ajst-32556	99	5	thus	thus	ADV
ajst-32556	99	6	enables	enable	VERB
ajst-32556	99	7	real	real	ADJ
ajst-32556	99	8	-	-	PUNCT
ajst-32556	99	9	time	time	NOUN
ajst-32556	99	10	,	,	PUNCT
ajst-32556	99	11	cross	cross	ADJ
ajst-32556	99	12	-	-	ADJ
ajst-32556	99	13	domain	domain	ADJ
ajst-32556	99	14	collaboration	collaboration	NOUN
ajst-32556	99	15	in	in	ADP
ajst-32556	99	16	detecting	detect	VERB
ajst-32556	99	17	and	and	CCONJ
ajst-32556	99	18	responding	respond	VERB
ajst-32556	99	19	to	to	ADP
ajst-32556	99	20	cyber	cyber	NOUN
ajst-32556	99	21	threats	threat	NOUN
ajst-32556	99	22	.	.	PUNCT
ajst-32556	100	1	furthermore	furthermore	ADV
ajst-32556	100	2	,	,	PUNCT
ajst-32556	100	3	blockchain	blockchain	PROPN
ajst-32556	100	4	can	can	AUX
ajst-32556	100	5	enhance	enhance	VERB
ajst-32556	100	6	data	datum	NOUN
ajst-32556	100	7	sharing	share	VERB
ajst-32556	100	8	security	security	NOUN
ajst-32556	100	9	in	in	ADP
ajst-32556	100	10	the	the	DET
ajst-32556	100	11	internet	internet	NOUN
ajst-32556	100	12	of	of	ADP
ajst-32556	100	13	things	thing	NOUN
ajst-32556	100	14	(	(	PUNCT
ajst-32556	100	15	iot	iot	NOUN
ajst-32556	100	16	)	)	PUNCT
ajst-32556	100	17	systems	system	NOUN
ajst-32556	100	18	.	.	PUNCT
ajst-32556	101	1	it	it	PRON
ajst-32556	101	2	requires	require	VERB
ajst-32556	101	3	high	high	ADJ
ajst-32556	101	4	security	security	NOUN
ajst-32556	101	5	to	to	PART
ajst-32556	101	6	apply	apply	VERB
ajst-32556	101	7	this	this	DET
ajst-32556	101	8	technology	technology	NOUN
ajst-32556	101	9	to	to	ADP
ajst-32556	101	10	data	data	NOUN
ajst-32556	101	11	processing	processing	NOUN
ajst-32556	101	12	systems	system	NOUN
ajst-32556	101	13	because	because	SCONJ
ajst-32556	101	14	more	more	ADJ
ajst-32556	101	15	data	datum	NOUN
ajst-32556	101	16	must	must	AUX
ajst-32556	101	17	be	be	AUX
ajst-32556	101	18	saved	save	VERB
ajst-32556	101	19	in	in	ADP
ajst-32556	101	20	cloud	cloud	NOUN
ajst-32556	101	21	monitoring	monitoring	NOUN
ajst-32556	101	22	systems	system	NOUN
ajst-32556	101	23	.	.	PUNCT
ajst-32556	102	1	it	it	PRON
ajst-32556	102	2	is	be	AUX
ajst-32556	102	3	essential	essential	ADJ
ajst-32556	102	4	to	to	PART
ajst-32556	102	5	include	include	VERB
ajst-32556	102	6	data	datum	NOUN
ajst-32556	102	7	blocks	block	NOUN
ajst-32556	102	8	that	that	SCONJ
ajst-32556	102	9	,	,	PUNCT
ajst-32556	102	10	under	under	ADP
ajst-32556	102	11	any	any	DET
ajst-32556	102	12	circumstance	circumstance	NOUN
ajst-32556	102	13	,	,	PUNCT
ajst-32556	102	14	other	other	ADJ
ajst-32556	102	15	external	external	ADJ
ajst-32556	102	16	users	user	NOUN
ajst-32556	102	17	can	can	AUX
ajst-32556	102	18	not	not	PART
ajst-32556	102	19	understand	understand	VERB
ajst-32556	102	20	[	[	X
ajst-32556	102	21	13	13	NUM
ajst-32556	102	22	]	]	PUNCT
ajst-32556	102	23	.	.	PUNCT
ajst-32556	103	1	blockchain	blockchain	PROPN
ajst-32556	103	2	ensures	ensure	VERB
ajst-32556	103	3	data	datum	NOUN
ajst-32556	103	4	integrity	integrity	NOUN
ajst-32556	103	5	by	by	ADP
ajst-32556	103	6	allowing	allow	VERB
ajst-32556	103	7	each	each	DET
ajst-32556	103	8	iot	iot	ADJ
ajst-32556	103	9	device	device	NOUN
ajst-32556	103	10	to	to	PART
ajst-32556	103	11	store	store	VERB
ajst-32556	103	12	cryptographic	cryptographic	ADJ
ajst-32556	103	13	hashes	hash	NOUN
ajst-32556	103	14	of	of	ADP
ajst-32556	103	15	its	its	PRON
ajst-32556	103	16	data	datum	NOUN
ajst-32556	103	17	on	on	ADP
ajst-32556	103	18	the	the	DET
ajst-32556	103	19	ledger	ledger	NOUN
ajst-32556	103	20	,	,	PUNCT
ajst-32556	103	21	verifying	verify	VERB
ajst-32556	103	22	authenticity	authenticity	NOUN
ajst-32556	103	23	without	without	ADP
ajst-32556	103	24	exposing	expose	VERB
ajst-32556	103	25	raw	raw	ADJ
ajst-32556	103	26	data	datum	NOUN
ajst-32556	103	27	.	.	PUNCT
ajst-32556	104	1	smart	smart	ADJ
ajst-32556	104	2	contracts	contract	NOUN
ajst-32556	104	3	enable	enable	VERB
ajst-32556	104	4	fine	fine	ADV
ajst-32556	104	5	-	-	PUNCT
ajst-32556	104	6	grained	grain	VERB
ajst-32556	104	7	access	access	NOUN
ajst-32556	104	8	control	control	NOUN
ajst-32556	104	9	,	,	PUNCT
ajst-32556	104	10	permitting	permit	VERB
ajst-32556	104	11	only	only	ADV
ajst-32556	104	12	authorized	authorize	VERB
ajst-32556	104	13	entities	entity	NOUN
ajst-32556	104	14	to	to	PART
ajst-32556	104	15	read	read	VERB
ajst-32556	104	16	or	or	CCONJ
ajst-32556	104	17	modify	modify	VERB
ajst-32556	104	18	data	datum	NOUN
ajst-32556	104	19	based	base	VERB
ajst-32556	104	20	on	on	ADP
ajst-32556	104	21	predefined	predefine	VERB
ajst-32556	104	22	rules	rule	NOUN
ajst-32556	104	23	.	.	PUNCT
ajst-32556	105	1	consortium	consortium	NOUN
ajst-32556	105	2	blockchains	blockchain	NOUN
ajst-32556	105	3	are	be	AUX
ajst-32556	105	4	particularly	particularly	ADV
ajst-32556	105	5	suitable	suitable	ADJ
ajst-32556	105	6	for	for	ADP
ajst-32556	105	7	industrial	industrial	ADJ
ajst-32556	105	8	iot	iot	ADJ
ajst-32556	105	9	environments	environment	NOUN
ajst-32556	105	10	,	,	PUNCT
ajst-32556	105	11	enabling	enable	VERB
ajst-32556	105	12	multiple	multiple	ADJ
ajst-32556	105	13	enterprises	enterprise	NOUN
ajst-32556	105	14	to	to	PART
ajst-32556	105	15	share	share	VERB
ajst-32556	105	16	operational	operational	ADJ
ajst-32556	105	17	data	datum	NOUN
ajst-32556	105	18	securely	securely	ADV
ajst-32556	105	19	.	.	PUNCT
ajst-32556	106	1	credit	credit	NOUN
ajst-32556	106	2	-	-	PUNCT
ajst-32556	106	3	based	base	VERB
ajst-32556	106	4	consensus	consensus	NOUN
ajst-32556	106	5	mechanisms	mechanism	NOUN
ajst-32556	106	6	can	can	AUX
ajst-32556	106	7	enhance	enhance	VERB
ajst-32556	106	8	trust	trust	NOUN
ajst-32556	106	9	among	among	ADP
ajst-32556	106	10	devices	device	NOUN
ajst-32556	106	11	and	and	CCONJ
ajst-32556	106	12	organizations	organization	NOUN
ajst-32556	106	13	.	.	PUNCT
ajst-32556	107	1	additionally	additionally	ADV
ajst-32556	107	2	,	,	PUNCT
ajst-32556	107	3	blockchain	blockchain	NOUN
ajst-32556	107	4	-	-	PUNCT
ajst-32556	107	5	based	base	VERB
ajst-32556	107	6	data	datum	NOUN
ajst-32556	107	7	provenance	provenance	NOUN
ajst-32556	107	8	ensures	ensure	VERB
ajst-32556	107	9	traceability	traceability	NOUN
ajst-32556	107	10	and	and	CCONJ
ajst-32556	107	11	accountability	accountability	NOUN
ajst-32556	107	12	across	across	ADP
ajst-32556	107	13	complex	complex	ADJ
ajst-32556	107	14	iot	iot	ADJ
ajst-32556	107	15	ecosystems	ecosystem	NOUN
ajst-32556	107	16	.	.	PUNCT
ajst-32556	108	1	by	by	ADP
ajst-32556	108	2	decentralizing	decentralize	VERB
ajst-32556	108	3	control	control	NOUN
ajst-32556	108	4	and	and	CCONJ
ajst-32556	108	5	encrypting	encrypt	VERB
ajst-32556	108	6	transactions	transaction	NOUN
ajst-32556	108	7	,	,	PUNCT
ajst-32556	108	8	blockchain	blockchain	PROPN
ajst-32556	108	9	effectively	effectively	ADV
ajst-32556	108	10	mitigates	mitigate	VERB
ajst-32556	108	11	the	the	DET
ajst-32556	108	12	risks	risk	NOUN
ajst-32556	108	13	of	of	ADP
ajst-32556	108	14	data	datum	NOUN
ajst-32556	108	15	tampering	tampering	NOUN
ajst-32556	108	16	,	,	PUNCT
ajst-32556	108	17	unauthorized	unauthorized	ADJ
ajst-32556	108	18	access	access	NOUN
ajst-32556	108	19	,	,	PUNCT
ajst-32556	108	20	and	and	CCONJ
ajst-32556	108	21	single	single	ADJ
ajst-32556	108	22	-	-	PUNCT
ajst-32556	108	23	point	point	NOUN
ajst-32556	108	24	failures	failure	NOUN
ajst-32556	108	25	in	in	ADP
ajst-32556	108	26	iot	iot	ADJ
ajst-32556	108	27	applications	application	NOUN
ajst-32556	108	28	[	[	X
ajst-32556	108	29	14	14	NUM
ajst-32556	108	30	]	]	SYM
ajst-32556	108	31	.	.	PUNCT
ajst-32556	109	1	6	6	X
ajst-32556	109	2	.	.	X
ajst-32556	109	3	challenges	challenge	NOUN
ajst-32556	109	4	and	and	CCONJ
ajst-32556	109	5	limitations	limitation	NOUN
ajst-32556	109	6	despite	despite	SCONJ
ajst-32556	109	7	its	its	PRON
ajst-32556	109	8	potential	potential	NOUN
ajst-32556	109	9	,	,	PUNCT
ajst-32556	109	10	the	the	DET
ajst-32556	109	11	integration	integration	NOUN
ajst-32556	109	12	of	of	ADP
ajst-32556	109	13	blockchain	blockchain	PROPN
ajst-32556	109	14	into	into	ADP
ajst-32556	109	15	network	network	NOUN
ajst-32556	109	16	security	security	NOUN
ajst-32556	109	17	faces	face	VERB
ajst-32556	109	18	several	several	ADJ
ajst-32556	109	19	technical	technical	ADJ
ajst-32556	109	20	and	and	CCONJ
ajst-32556	109	21	operational	operational	ADJ
ajst-32556	109	22	challenges	challenge	NOUN
ajst-32556	109	23	.	.	PUNCT
ajst-32556	110	1	scalability	scalability	NOUN
ajst-32556	110	2	remains	remain	VERB
ajst-32556	110	3	a	a	DET
ajst-32556	110	4	major	major	ADJ
ajst-32556	110	5	concern	concern	NOUN
ajst-32556	110	6	.	.	PUNCT
ajst-32556	111	1	public	public	ADJ
ajst-32556	111	2	blockchains	blockchain	NOUN
ajst-32556	111	3	,	,	PUNCT
ajst-32556	111	4	such	such	ADJ
ajst-32556	111	5	as	as	ADP
ajst-32556	111	6	bitcoin	bitcoin	NOUN
ajst-32556	111	7	and	and	CCONJ
ajst-32556	111	8	ethereum	ethereum	NOUN
ajst-32556	111	9	,	,	PUNCT
ajst-32556	111	10	experience	experience	NOUN
ajst-32556	111	11	limited	limit	VERB
ajst-32556	111	12	throughput	throughput	NOUN
ajst-32556	111	13	and	and	CCONJ
ajst-32556	111	14	high	high	ADJ
ajst-32556	111	15	latency	latency	NOUN
ajst-32556	111	16	,	,	PUNCT
ajst-32556	111	17	rendering	render	VERB
ajst-32556	111	18	them	they	PRON
ajst-32556	111	19	unsuitable	unsuitable	ADJ
ajst-32556	111	20	for	for	ADP
ajst-32556	111	21	realtime	realtime	ADJ
ajst-32556	111	22	security	security	NOUN
ajst-32556	111	23	operations	operation	NOUN
ajst-32556	111	24	that	that	PRON
ajst-32556	111	25	demand	demand	VERB
ajst-32556	111	26	rapid	rapid	ADJ
ajst-32556	111	27	response	response	NOUN
ajst-32556	111	28	.	.	PUNCT
ajst-32556	112	1	solutions	solution	NOUN
ajst-32556	112	2	such	such	ADJ
ajst-32556	112	3	as	as	ADP
ajst-32556	112	4	sharding	sharding	NOUN
ajst-32556	112	5	and	and	CCONJ
ajst-32556	112	6	off	off	ADP
ajst-32556	112	7	-	-	PUNCT
ajst-32556	112	8	chain	chain	NOUN
ajst-32556	112	9	processing	processing	NOUN
ajst-32556	112	10	are	be	AUX
ajst-32556	112	11	under	under	ADP
ajst-32556	112	12	development	development	NOUN
ajst-32556	112	13	but	but	CCONJ
ajst-32556	112	14	have	have	AUX
ajst-32556	112	15	not	not	PART
ajst-32556	112	16	yet	yet	ADV
ajst-32556	112	17	reached	reach	VERB
ajst-32556	112	18	full	full	ADJ
ajst-32556	112	19	maturity	maturity	NOUN
ajst-32556	112	20	.	.	PUNCT
ajst-32556	113	1	energy	energy	NOUN
ajst-32556	113	2	consumption	consumption	NOUN
ajst-32556	113	3	poses	pose	VERB
ajst-32556	113	4	another	another	DET
ajst-32556	113	5	challenge	challenge	NOUN
ajst-32556	113	6	,	,	PUNCT
ajst-32556	113	7	particularly	particularly	ADV
ajst-32556	113	8	for	for	ADP
ajst-32556	113	9	proof	proof	NOUN
ajst-32556	113	10	of	of	ADP
ajst-32556	113	11	work	work	NOUN
ajst-32556	113	12	–	–	PUNCT
ajst-32556	113	13	based	base	VERB
ajst-32556	113	14	systems	system	NOUN
ajst-32556	113	15	,	,	PUNCT
ajst-32556	113	16	which	which	PRON
ajst-32556	113	17	require	require	VERB
ajst-32556	113	18	substantial	substantial	ADJ
ajst-32556	113	19	computational	computational	ADJ
ajst-32556	113	20	power	power	NOUN
ajst-32556	113	21	.	.	PUNCT
ajst-32556	114	1	the	the	DET
ajst-32556	114	2	associated	associated	ADJ
ajst-32556	114	3	carbon	carbon	NOUN
ajst-32556	114	4	footprint	footprint	NOUN
ajst-32556	114	5	and	and	CCONJ
ajst-32556	114	6	operational	operational	ADJ
ajst-32556	114	7	costs	cost	NOUN
ajst-32556	114	8	are	be	AUX
ajst-32556	114	9	significant	significant	ADJ
ajst-32556	114	10	barriers	barrier	NOUN
ajst-32556	114	11	to	to	ADP
ajst-32556	114	12	large	large	ADJ
ajst-32556	114	13	-	-	PUNCT
ajst-32556	114	14	scale	scale	NOUN
ajst-32556	114	15	adoption	adoption	NOUN
ajst-32556	114	16	.	.	PUNCT
ajst-32556	115	1	more	more	ADJ
ajst-32556	115	2	energy	energy	NOUN
ajst-32556	115	3	-	-	PUNCT
ajst-32556	115	4	efficient	efficient	ADJ
ajst-32556	115	5	consensus	consensus	NOUN
ajst-32556	115	6	mechanisms	mechanism	NOUN
ajst-32556	115	7	,	,	PUNCT
ajst-32556	115	8	like	like	ADP
ajst-32556	115	9	proof	proof	NOUN
ajst-32556	115	10	of	of	ADP
ajst-32556	115	11	stake	stake	NOUN
ajst-32556	115	12	or	or	CCONJ
ajst-32556	115	13	proof	proof	NOUN
ajst-32556	115	14	of	of	ADP
ajst-32556	115	15	authority	authority	NOUN
ajst-32556	115	16	,	,	PUNCT
ajst-32556	115	17	offer	offer	VERB
ajst-32556	115	18	potential	potential	ADJ
ajst-32556	115	19	alternatives	alternative	NOUN
ajst-32556	115	20	but	but	CCONJ
ajst-32556	115	21	may	may	AUX
ajst-32556	115	22	compromise	compromise	VERB
ajst-32556	115	23	decentralization	decentralization	NOUN
ajst-32556	115	24	to	to	ADP
ajst-32556	115	25	some	some	DET
ajst-32556	115	26	extent	extent	NOUN
ajst-32556	115	27	.	.	PUNCT
ajst-32556	116	1	interoperability	interoperability	NOUN
ajst-32556	116	2	and	and	CCONJ
ajst-32556	116	3	standardization	standardization	NOUN
ajst-32556	116	4	also	also	ADV
ajst-32556	116	5	hinder	hinder	VERB
ajst-32556	116	6	blockchain	blockchain	PROPN
ajst-32556	116	7	’s	’s	PART
ajst-32556	116	8	integration	integration	NOUN
ajst-32556	116	9	across	across	ADP
ajst-32556	116	10	diverse	diverse	ADJ
ajst-32556	116	11	networks	network	NOUN
ajst-32556	116	12	.	.	PUNCT
ajst-32556	117	1	security	security	NOUN
ajst-32556	117	2	infrastructures	infrastructure	NOUN
ajst-32556	117	3	vary	vary	VERB
ajst-32556	117	4	widely	widely	ADV
ajst-32556	117	5	between	between	ADP
ajst-32556	117	6	organizations	organization	NOUN
ajst-32556	117	7	,	,	PUNCT
ajst-32556	117	8	and	and	CCONJ
ajst-32556	117	9	without	without	ADP
ajst-32556	117	10	standardized	standardized	ADJ
ajst-32556	117	11	protocols	protocol	NOUN
ajst-32556	117	12	,	,	PUNCT
ajst-32556	117	13	blockchain	blockchain	PROPN
ajst-32556	117	14	-	-	PUNCT
ajst-32556	117	15	based	base	VERB
ajst-32556	117	16	systems	system	NOUN
ajst-32556	117	17	may	may	AUX
ajst-32556	117	18	struggle	struggle	VERB
ajst-32556	117	19	to	to	PART
ajst-32556	117	20	achieve	achieve	VERB
ajst-32556	117	21	cross	cross	ADJ
ajst-32556	117	22	-	-	ADJ
ajst-32556	117	23	domain	domain	ADJ
ajst-32556	117	24	compatibility	compatibility	NOUN
ajst-32556	117	25	.	.	PUNCT
ajst-32556	118	1	furthermore	furthermore	ADV
ajst-32556	118	2	,	,	PUNCT
ajst-32556	118	3	privacy	privacy	NOUN
ajst-32556	118	4	concerns	concern	NOUN
ajst-32556	118	5	arise	arise	VERB
ajst-32556	118	6	from	from	ADP
ajst-32556	118	7	blockchain	blockchain	PROPN
ajst-32556	118	8	’s	’s	PART
ajst-32556	118	9	transparency	transparency	NOUN
ajst-32556	118	10	—	—	PUNCT
ajst-32556	118	11	while	while	SCONJ
ajst-32556	118	12	immutability	immutability	NOUN
ajst-32556	118	13	ensures	ensure	VERB
ajst-32556	118	14	integrity	integrity	NOUN
ajst-32556	118	15	,	,	PUNCT
ajst-32556	118	16	it	it	PRON
ajst-32556	118	17	may	may	AUX
ajst-32556	118	18	inadvertently	inadvertently	ADV
ajst-32556	118	19	expose	expose	VERB
ajst-32556	118	20	sensitive	sensitive	ADJ
ajst-32556	118	21	data	datum	NOUN
ajst-32556	118	22	if	if	SCONJ
ajst-32556	118	23	not	not	PART
ajst-32556	118	24	properly	properly	ADV
ajst-32556	118	25	managed	manage	VERB
ajst-32556	118	26	.	.	PUNCT
ajst-32556	119	1	finally	finally	ADV
ajst-32556	119	2	,	,	PUNCT
ajst-32556	119	3	regulatory	regulatory	ADJ
ajst-32556	119	4	and	and	CCONJ
ajst-32556	119	5	governance	governance	NOUN
ajst-32556	119	6	issues	issue	NOUN
ajst-32556	119	7	remain	remain	VERB
ajst-32556	119	8	unresolved	unresolved	ADJ
ajst-32556	119	9	.	.	PUNCT
ajst-32556	120	1	jurisdictions	jurisdiction	NOUN
ajst-32556	120	2	differ	differ	VERB
ajst-32556	120	3	in	in	ADP
ajst-32556	120	4	their	their	PRON
ajst-32556	120	5	legal	legal	ADJ
ajst-32556	120	6	interpretations	interpretation	NOUN
ajst-32556	120	7	of	of	ADP
ajst-32556	120	8	decentralized	decentralize	VERB
ajst-32556	120	9	technologies	technology	NOUN
ajst-32556	120	10	,	,	PUNCT
ajst-32556	120	11	which	which	PRON
ajst-32556	120	12	complicates	complicate	VERB
ajst-32556	120	13	the	the	DET
ajst-32556	120	14	deployment	deployment	NOUN
ajst-32556	120	15	of	of	ADP
ajst-32556	120	16	blockchain	blockchain	PROPN
ajst-32556	120	17	-	-	PUNCT
ajst-32556	120	18	based	base	VERB
ajst-32556	120	19	security	security	NOUN
ajst-32556	120	20	frameworks	framework	NOUN
ajst-32556	120	21	across	across	ADP
ajst-32556	120	22	128	128	NUM
ajst-32556	120	23	borders	border	NOUN
ajst-32556	120	24	.	.	PUNCT
ajst-32556	121	1	addressing	address	VERB
ajst-32556	121	2	these	these	DET
ajst-32556	121	3	limitations	limitation	NOUN
ajst-32556	121	4	will	will	AUX
ajst-32556	121	5	require	require	VERB
ajst-32556	121	6	continued	continued	ADJ
ajst-32556	121	7	research	research	NOUN
ajst-32556	121	8	,	,	PUNCT
ajst-32556	121	9	innovation	innovation	NOUN
ajst-32556	121	10	in	in	ADP
ajst-32556	121	11	protocol	protocol	NOUN
ajst-32556	121	12	design	design	NOUN
ajst-32556	121	13	,	,	PUNCT
ajst-32556	121	14	and	and	CCONJ
ajst-32556	121	15	collaboration	collaboration	NOUN
ajst-32556	121	16	between	between	ADP
ajst-32556	121	17	policymakers	policymaker	NOUN
ajst-32556	121	18	and	and	CCONJ
ajst-32556	121	19	industry	industry	NOUN
ajst-32556	121	20	leaders	leader	NOUN
ajst-32556	121	21	.	.	PUNCT
ajst-32556	122	1	7	7	X
ajst-32556	122	2	.	.	X
ajst-32556	122	3	future	future	ADJ
ajst-32556	122	4	directions	direction	NOUN
ajst-32556	122	5	and	and	CCONJ
ajst-32556	122	6	opportunities	opportunity	NOUN
ajst-32556	122	7	looking	look	VERB
ajst-32556	122	8	ahead	ahead	ADV
ajst-32556	122	9	,	,	PUNCT
ajst-32556	122	10	blockchain	blockchain	PROPN
ajst-32556	122	11	is	be	AUX
ajst-32556	122	12	expected	expect	VERB
ajst-32556	122	13	to	to	PART
ajst-32556	122	14	play	play	VERB
ajst-32556	122	15	a	a	DET
ajst-32556	122	16	pivotal	pivotal	ADJ
ajst-32556	122	17	role	role	NOUN
ajst-32556	122	18	in	in	ADP
ajst-32556	122	19	shaping	shape	VERB
ajst-32556	122	20	the	the	DET
ajst-32556	122	21	future	future	NOUN
ajst-32556	122	22	of	of	ADP
ajst-32556	122	23	network	network	NOUN
ajst-32556	122	24	security	security	NOUN
ajst-32556	122	25	infrastructures	infrastructure	NOUN
ajst-32556	122	26	,	,	PUNCT
ajst-32556	122	27	addressing	address	VERB
ajst-32556	122	28	current	current	ADJ
ajst-32556	122	29	limitations	limitation	NOUN
ajst-32556	122	30	while	while	SCONJ
ajst-32556	122	31	enabling	enable	VERB
ajst-32556	122	32	novel	novel	ADJ
ajst-32556	122	33	applications	application	NOUN
ajst-32556	122	34	across	across	ADP
ajst-32556	122	35	technical	technical	ADJ
ajst-32556	122	36	,	,	PUNCT
ajst-32556	122	37	operational	operational	ADJ
ajst-32556	122	38	,	,	PUNCT
ajst-32556	122	39	and	and	CCONJ
ajst-32556	122	40	policy	policy	NOUN
ajst-32556	122	41	domains	domain	NOUN
ajst-32556	122	42	.	.	PUNCT
ajst-32556	123	1	as	as	SCONJ
ajst-32556	123	2	cyber	cyber	PROPN
ajst-32556	123	3	threats	threat	NOUN
ajst-32556	123	4	continue	continue	VERB
ajst-32556	123	5	to	to	PART
ajst-32556	123	6	grow	grow	VERB
ajst-32556	123	7	in	in	ADP
ajst-32556	123	8	scale	scale	NOUN
ajst-32556	123	9	and	and	CCONJ
ajst-32556	123	10	sophistication	sophistication	NOUN
ajst-32556	123	11	,	,	PUNCT
ajst-32556	123	12	decentralized	decentralized	ADJ
ajst-32556	123	13	trust	trust	NOUN
ajst-32556	123	14	and	and	CCONJ
ajst-32556	123	15	automated	automate	VERB
ajst-32556	123	16	verification	verification	NOUN
ajst-32556	123	17	mechanisms	mechanism	NOUN
ajst-32556	123	18	will	will	AUX
ajst-32556	123	19	become	become	VERB
ajst-32556	123	20	essential	essential	ADJ
ajst-32556	123	21	components	component	NOUN
ajst-32556	123	22	of	of	ADP
ajst-32556	123	23	resilient	resilient	ADJ
ajst-32556	123	24	defense	defense	NOUN
ajst-32556	123	25	systems	system	NOUN
ajst-32556	123	26	.	.	PUNCT
ajst-32556	124	1	future	future	ADJ
ajst-32556	124	2	blockchain	blockchain	PROPN
ajst-32556	124	3	-	-	PUNCT
ajst-32556	124	4	based	base	VERB
ajst-32556	124	5	architectures	architecture	NOUN
ajst-32556	124	6	will	will	AUX
ajst-32556	124	7	likely	likely	ADV
ajst-32556	124	8	integrate	integrate	VERB
ajst-32556	124	9	with	with	ADP
ajst-32556	124	10	artificial	artificial	ADJ
ajst-32556	124	11	intelligence	intelligence	NOUN
ajst-32556	124	12	(	(	PUNCT
ajst-32556	124	13	ai	ai	NOUN
ajst-32556	124	14	)	)	PUNCT
ajst-32556	124	15	and	and	CCONJ
ajst-32556	124	16	machine	machine	NOUN
ajst-32556	124	17	learning	learning	NOUN
ajst-32556	124	18	(	(	PUNCT
ajst-32556	124	19	ml	ml	NOUN
ajst-32556	124	20	)	)	PUNCT
ajst-32556	124	21	to	to	PART
ajst-32556	124	22	enable	enable	VERB
ajst-32556	124	23	predictive	predictive	ADJ
ajst-32556	124	24	analytics	analytic	NOUN
ajst-32556	124	25	,	,	PUNCT
ajst-32556	124	26	anomaly	anomaly	NOUN
ajst-32556	124	27	detection	detection	NOUN
ajst-32556	124	28	,	,	PUNCT
ajst-32556	124	29	and	and	CCONJ
ajst-32556	124	30	automated	automated	ADJ
ajst-32556	124	31	response	response	NOUN
ajst-32556	124	32	mechanisms	mechanism	NOUN
ajst-32556	124	33	.	.	PUNCT
ajst-32556	125	1	advancements	advancement	NOUN
ajst-32556	125	2	in	in	ADP
ajst-32556	125	3	layer-2	layer-2	PRON
ajst-32556	125	4	scaling	scale	VERB
ajst-32556	125	5	solutions	solution	NOUN
ajst-32556	125	6	and	and	CCONJ
ajst-32556	125	7	crosschain	crosschain	NOUN
ajst-32556	125	8	interoperability	interoperability	NOUN
ajst-32556	125	9	are	be	AUX
ajst-32556	125	10	expected	expect	VERB
ajst-32556	125	11	to	to	PART
ajst-32556	125	12	overcome	overcome	VERB
ajst-32556	125	13	current	current	ADJ
ajst-32556	125	14	performance	performance	NOUN
ajst-32556	125	15	bottlenecks	bottleneck	NOUN
ajst-32556	125	16	,	,	PUNCT
ajst-32556	125	17	allowing	allow	VERB
ajst-32556	125	18	blockchain	blockchain	PROPN
ajst-32556	125	19	networks	network	NOUN
ajst-32556	125	20	to	to	PART
ajst-32556	125	21	handle	handle	VERB
ajst-32556	125	22	the	the	DET
ajst-32556	125	23	high	high	ADJ
ajst-32556	125	24	transaction	transaction	NOUN
ajst-32556	125	25	volumes	volume	NOUN
ajst-32556	125	26	required	require	VERB
ajst-32556	125	27	in	in	ADP
ajst-32556	125	28	security	security	NOUN
ajst-32556	125	29	operations	operation	NOUN
ajst-32556	125	30	.	.	PUNCT
ajst-32556	126	1	meanwhile	meanwhile	ADV
ajst-32556	126	2	,	,	PUNCT
ajst-32556	126	3	the	the	DET
ajst-32556	126	4	adoption	adoption	NOUN
ajst-32556	126	5	of	of	ADP
ajst-32556	126	6	energy	energy	NOUN
ajst-32556	126	7	-	-	PUNCT
ajst-32556	126	8	efficient	efficient	ADJ
ajst-32556	126	9	consensus	consensus	NOUN
ajst-32556	126	10	mechanisms	mechanism	NOUN
ajst-32556	126	11	,	,	PUNCT
ajst-32556	126	12	such	such	ADJ
ajst-32556	126	13	as	as	ADP
ajst-32556	126	14	delegated	delegate	VERB
ajst-32556	126	15	proof	proof	NOUN
ajst-32556	126	16	of	of	ADP
ajst-32556	126	17	stake	stake	NOUN
ajst-32556	126	18	(	(	PUNCT
ajst-32556	126	19	dpos	dpos	NOUN
ajst-32556	126	20	)	)	PUNCT
ajst-32556	126	21	and	and	CCONJ
ajst-32556	126	22	proof	proof	NOUN
ajst-32556	126	23	of	of	ADP
ajst-32556	126	24	authority	authority	NOUN
ajst-32556	126	25	(	(	PUNCT
ajst-32556	126	26	poa	poa	NOUN
ajst-32556	126	27	)	)	PUNCT
ajst-32556	126	28	,	,	PUNCT
ajst-32556	126	29	will	will	AUX
ajst-32556	126	30	make	make	VERB
ajst-32556	126	31	blockchain	blockchain	PROPN
ajst-32556	126	32	more	more	ADV
ajst-32556	126	33	sustainable	sustainable	ADJ
ajst-32556	126	34	and	and	CCONJ
ajst-32556	126	35	suitable	suitable	ADJ
ajst-32556	126	36	for	for	ADP
ajst-32556	126	37	industrial	industrial	ADJ
ajst-32556	126	38	-	-	PUNCT
ajst-32556	126	39	scale	scale	NOUN
ajst-32556	126	40	deployments	deployment	NOUN
ajst-32556	126	41	.	.	PUNCT
ajst-32556	127	1	in	in	ADP
ajst-32556	127	2	the	the	DET
ajst-32556	127	3	iot	iot	NOUN
ajst-32556	127	4	domain	domain	NOUN
ajst-32556	127	5	,	,	PUNCT
ajst-32556	127	6	blockchain	blockchain	PROPN
ajst-32556	127	7	will	will	AUX
ajst-32556	127	8	enable	enable	VERB
ajst-32556	127	9	autonomous	autonomous	ADJ
ajst-32556	127	10	device	device	NOUN
ajst-32556	127	11	-	-	PUNCT
ajst-32556	127	12	todevice	todevice	NOUN
ajst-32556	127	13	communication	communication	NOUN
ajst-32556	127	14	and	and	CCONJ
ajst-32556	127	15	trustless	trustless	NOUN
ajst-32556	127	16	data	datum	NOUN
ajst-32556	127	17	marketplaces	marketplace	NOUN
ajst-32556	127	18	,	,	PUNCT
ajst-32556	127	19	where	where	SCONJ
ajst-32556	127	20	devices	device	NOUN
ajst-32556	127	21	can	can	AUX
ajst-32556	127	22	exchange	exchange	VERB
ajst-32556	127	23	verified	verify	VERB
ajst-32556	127	24	information	information	NOUN
ajst-32556	127	25	and	and	CCONJ
ajst-32556	127	26	services	service	NOUN
ajst-32556	127	27	without	without	ADP
ajst-32556	127	28	intermediaries	intermediary	NOUN
ajst-32556	127	29	.	.	PUNCT
ajst-32556	128	1	integration	integration	NOUN
ajst-32556	128	2	with	with	ADP
ajst-32556	128	3	edge	edge	NOUN
ajst-32556	128	4	computing	computing	NOUN
ajst-32556	128	5	will	will	AUX
ajst-32556	128	6	further	far	ADV
ajst-32556	128	7	enhance	enhance	VERB
ajst-32556	128	8	latency	latency	NOUN
ajst-32556	128	9	-	-	PUNCT
ajst-32556	128	10	sensitive	sensitive	ADJ
ajst-32556	128	11	applications	application	NOUN
ajst-32556	128	12	,	,	PUNCT
ajst-32556	128	13	allowing	allow	VERB
ajst-32556	128	14	faster	fast	ADV
ajst-32556	128	15	and	and	CCONJ
ajst-32556	128	16	more	more	ADV
ajst-32556	128	17	secure	secure	ADJ
ajst-32556	128	18	decision	decision	NOUN
ajst-32556	128	19	-	-	PUNCT
ajst-32556	128	20	making	making	NOUN
ajst-32556	128	21	at	at	ADP
ajst-32556	128	22	the	the	DET
ajst-32556	128	23	network	network	NOUN
ajst-32556	128	24	periphery	periphery	NOUN
ajst-32556	128	25	.	.	PUNCT
ajst-32556	129	1	from	from	ADP
ajst-32556	129	2	a	a	DET
ajst-32556	129	3	policy	policy	NOUN
ajst-32556	129	4	perspective	perspective	NOUN
ajst-32556	129	5	,	,	PUNCT
ajst-32556	129	6	the	the	DET
ajst-32556	129	7	establishment	establishment	NOUN
ajst-32556	129	8	of	of	ADP
ajst-32556	129	9	global	global	ADJ
ajst-32556	129	10	standards	standard	NOUN
ajst-32556	129	11	for	for	ADP
ajst-32556	129	12	blockchainbased	blockchainbase	VERB
ajst-32556	129	13	security	security	NOUN
ajst-32556	129	14	protocols	protocol	NOUN
ajst-32556	129	15	and	and	CCONJ
ajst-32556	129	16	regulatory	regulatory	ADJ
ajst-32556	129	17	frameworks	framework	NOUN
ajst-32556	129	18	will	will	AUX
ajst-32556	129	19	be	be	AUX
ajst-32556	129	20	crucial	crucial	ADJ
ajst-32556	129	21	to	to	ADP
ajst-32556	129	22	achieving	achieve	VERB
ajst-32556	129	23	interoperability	interoperability	NOUN
ajst-32556	129	24	and	and	CCONJ
ajst-32556	129	25	compliance	compliance	NOUN
ajst-32556	129	26	.	.	PUNCT
ajst-32556	130	1	collaboration	collaboration	NOUN
ajst-32556	130	2	among	among	ADP
ajst-32556	130	3	academia	academia	NOUN
ajst-32556	130	4	,	,	PUNCT
ajst-32556	130	5	industry	industry	NOUN
ajst-32556	130	6	,	,	PUNCT
ajst-32556	130	7	and	and	CCONJ
ajst-32556	130	8	governments	government	NOUN
ajst-32556	130	9	will	will	AUX
ajst-32556	130	10	drive	drive	VERB
ajst-32556	130	11	innovation	innovation	NOUN
ajst-32556	130	12	and	and	CCONJ
ajst-32556	130	13	ensure	ensure	VERB
ajst-32556	130	14	that	that	SCONJ
ajst-32556	130	15	blockchain	blockchain	PROPN
ajst-32556	130	16	technologies	technology	NOUN
ajst-32556	130	17	evolve	evolve	VERB
ajst-32556	130	18	in	in	ADP
ajst-32556	130	19	alignment	alignment	NOUN
ajst-32556	130	20	with	with	ADP
ajst-32556	130	21	ethical	ethical	ADJ
ajst-32556	130	22	,	,	PUNCT
ajst-32556	130	23	privacy	privacy	NOUN
ajst-32556	130	24	,	,	PUNCT
ajst-32556	130	25	and	and	CCONJ
ajst-32556	130	26	societal	societal	ADJ
ajst-32556	130	27	requirements	requirement	NOUN
ajst-32556	130	28	.	.	PUNCT
ajst-32556	131	1	ultimately	ultimately	ADV
ajst-32556	131	2	,	,	PUNCT
ajst-32556	131	3	the	the	DET
ajst-32556	131	4	convergence	convergence	NOUN
ajst-32556	131	5	of	of	ADP
ajst-32556	131	6	blockchain	blockchain	PROPN
ajst-32556	131	7	,	,	PUNCT
ajst-32556	131	8	ai	ai	VERB
ajst-32556	131	9	,	,	PUNCT
ajst-32556	131	10	and	and	CCONJ
ajst-32556	131	11	next	next	ADJ
ajst-32556	131	12	-	-	PUNCT
ajst-32556	131	13	generation	generation	NOUN
ajst-32556	131	14	networking	networking	NOUN
ajst-32556	131	15	(	(	PUNCT
ajst-32556	131	16	such	such	ADJ
ajst-32556	131	17	as	as	ADP
ajst-32556	131	18	6	6	NUM
ajst-32556	131	19	g	g	NOUN
ajst-32556	131	20	and	and	CCONJ
ajst-32556	131	21	quantum	quantum	NOUN
ajst-32556	131	22	internet	internet	NOUN
ajst-32556	131	23	)	)	PUNCT
ajst-32556	131	24	will	will	AUX
ajst-32556	131	25	redefine	redefine	VERB
ajst-32556	131	26	the	the	DET
ajst-32556	131	27	landscape	landscape	NOUN
ajst-32556	131	28	of	of	ADP
ajst-32556	131	29	cybersecurity	cybersecurity	NOUN
ajst-32556	131	30	—	—	PUNCT
ajst-32556	131	31	creating	create	VERB
ajst-32556	131	32	systems	system	NOUN
ajst-32556	131	33	that	that	PRON
ajst-32556	131	34	are	be	AUX
ajst-32556	131	35	not	not	PART
ajst-32556	131	36	only	only	ADV
ajst-32556	131	37	reactive	reactive	ADJ
ajst-32556	131	38	but	but	CCONJ
ajst-32556	131	39	also	also	ADV
ajst-32556	131	40	predictive	predictive	ADJ
ajst-32556	131	41	,	,	PUNCT
ajst-32556	131	42	self	self	NOUN
ajst-32556	131	43	-	-	PUNCT
ajst-32556	131	44	healing	healing	NOUN
ajst-32556	131	45	,	,	PUNCT
ajst-32556	131	46	and	and	CCONJ
ajst-32556	131	47	transparent	transparent	ADJ
ajst-32556	131	48	.	.	PUNCT
ajst-32556	132	1	8	8	X
ajst-32556	132	2	.	.	X
ajst-32556	132	3	conclusion	conclusion	NOUN
ajst-32556	132	4	blockchain	blockchain	PROPN
ajst-32556	132	5	technology	technology	PROPN
ajst-32556	132	6	introduces	introduce	VERB
ajst-32556	132	7	a	a	DET
ajst-32556	132	8	transformative	transformative	ADJ
ajst-32556	132	9	approach	approach	NOUN
ajst-32556	132	10	to	to	ADP
ajst-32556	132	11	strengthening	strengthen	VERB
ajst-32556	132	12	network	network	NOUN
ajst-32556	132	13	security	security	NOUN
ajst-32556	132	14	by	by	ADP
ajst-32556	132	15	replacing	replace	VERB
ajst-32556	132	16	centralized	centralized	ADJ
ajst-32556	132	17	trust	trust	NOUN
ajst-32556	132	18	with	with	ADP
ajst-32556	132	19	distributed	distributed	ADJ
ajst-32556	132	20	consensus	consensus	NOUN
ajst-32556	132	21	and	and	CCONJ
ajst-32556	132	22	immutable	immutable	ADJ
ajst-32556	132	23	records	record	NOUN
ajst-32556	132	24	.	.	PUNCT
ajst-32556	133	1	its	its	PRON
ajst-32556	133	2	ability	ability	NOUN
ajst-32556	133	3	to	to	PART
ajst-32556	133	4	ensure	ensure	VERB
ajst-32556	133	5	transparency	transparency	NOUN
ajst-32556	133	6	,	,	PUNCT
ajst-32556	133	7	data	datum	NOUN
ajst-32556	133	8	integrity	integrity	NOUN
ajst-32556	133	9	,	,	PUNCT
ajst-32556	133	10	and	and	CCONJ
ajst-32556	133	11	resilience	resilience	NOUN
ajst-32556	133	12	has	have	AUX
ajst-32556	133	13	made	make	VERB
ajst-32556	133	14	it	it	PRON
ajst-32556	133	15	an	an	DET
ajst-32556	133	16	effective	effective	ADJ
ajst-32556	133	17	tool	tool	NOUN
ajst-32556	133	18	for	for	ADP
ajst-32556	133	19	mitigating	mitigate	VERB
ajst-32556	133	20	ddos	ddo	NOUN
ajst-32556	133	21	attacks	attack	NOUN
ajst-32556	133	22	,	,	PUNCT
ajst-32556	133	23	facilitating	facilitate	VERB
ajst-32556	133	24	decentralized	decentralize	VERB
ajst-32556	133	25	threat	threat	NOUN
ajst-32556	133	26	intelligence	intelligence	NOUN
ajst-32556	133	27	sharing	sharing	NOUN
ajst-32556	133	28	,	,	PUNCT
ajst-32556	133	29	and	and	CCONJ
ajst-32556	133	30	protecting	protect	VERB
ajst-32556	133	31	iot	iot	NOUN
ajst-32556	133	32	data	datum	NOUN
ajst-32556	133	33	.	.	PUNCT
ajst-32556	134	1	the	the	DET
ajst-32556	134	2	technology	technology	NOUN
ajst-32556	134	3	’s	’s	PART
ajst-32556	134	4	decentralized	decentralize	VERB
ajst-32556	134	5	nature	nature	NOUN
ajst-32556	134	6	ensures	ensure	VERB
ajst-32556	134	7	that	that	SCONJ
ajst-32556	134	8	no	no	DET
ajst-32556	134	9	single	single	ADJ
ajst-32556	134	10	entity	entity	NOUN
ajst-32556	134	11	can	can	AUX
ajst-32556	134	12	manipulate	manipulate	VERB
ajst-32556	134	13	or	or	CCONJ
ajst-32556	134	14	compromise	compromise	VERB
ajst-32556	134	15	the	the	DET
ajst-32556	134	16	system	system	NOUN
ajst-32556	134	17	,	,	PUNCT
ajst-32556	134	18	thus	thus	ADV
ajst-32556	134	19	enhancing	enhance	VERB
ajst-32556	134	20	the	the	DET
ajst-32556	134	21	reliability	reliability	NOUN
ajst-32556	134	22	of	of	ADP
ajst-32556	134	23	security	security	NOUN
ajst-32556	134	24	operations	operation	NOUN
ajst-32556	134	25	.	.	PUNCT
ajst-32556	135	1	from	from	ADP
ajst-32556	135	2	a	a	DET
ajst-32556	135	3	strategic	strategic	ADJ
ajst-32556	135	4	perspective	perspective	NOUN
ajst-32556	135	5	,	,	PUNCT
ajst-32556	135	6	blockchain	blockchain	PROPN
ajst-32556	135	7	is	be	AUX
ajst-32556	135	8	not	not	PART
ajst-32556	135	9	merely	merely	ADV
ajst-32556	135	10	a	a	DET
ajst-32556	135	11	technical	technical	ADJ
ajst-32556	135	12	tool	tool	NOUN
ajst-32556	135	13	but	but	CCONJ
ajst-32556	135	14	represents	represent	VERB
ajst-32556	135	15	a	a	DET
ajst-32556	135	16	paradigm	paradigm	NOUN
ajst-32556	135	17	shift	shift	NOUN
ajst-32556	135	18	in	in	ADP
ajst-32556	135	19	cybersecurity	cybersecurity	NOUN
ajst-32556	135	20	architecture	architecture	NOUN
ajst-32556	135	21	,	,	PUNCT
ajst-32556	135	22	offering	offer	VERB
ajst-32556	135	23	a	a	DET
ajst-32556	135	24	trustworthy	trustworthy	ADJ
ajst-32556	135	25	platform	platform	NOUN
ajst-32556	135	26	for	for	ADP
ajst-32556	135	27	both	both	DET
ajst-32556	135	28	research	research	NOUN
ajst-32556	135	29	initiatives	initiative	NOUN
ajst-32556	135	30	and	and	CCONJ
ajst-32556	135	31	real	real	ADJ
ajst-32556	135	32	-	-	PUNCT
ajst-32556	135	33	world	world	NOUN
ajst-32556	135	34	deployments	deployment	NOUN
ajst-32556	135	35	across	across	ADP
ajst-32556	135	36	critical	critical	ADJ
ajst-32556	135	37	infrastructure	infrastructure	NOUN
ajst-32556	135	38	sectors	sector	NOUN
ajst-32556	135	39	.	.	PUNCT
ajst-32556	136	1	however	however	ADV
ajst-32556	136	2	,	,	PUNCT
ajst-32556	136	3	blockchain	blockchain	PROPN
ajst-32556	136	4	is	be	AUX
ajst-32556	136	5	not	not	PART
ajst-32556	136	6	a	a	DET
ajst-32556	136	7	panacea	panacea	NOUN
ajst-32556	136	8	.	.	PUNCT
ajst-32556	137	1	challenges	challenge	NOUN
ajst-32556	137	2	such	such	ADJ
ajst-32556	137	3	as	as	ADP
ajst-32556	137	4	scalability	scalability	NOUN
ajst-32556	137	5	,	,	PUNCT
ajst-32556	137	6	energy	energy	NOUN
ajst-32556	137	7	efficiency	efficiency	NOUN
ajst-32556	137	8	,	,	PUNCT
ajst-32556	137	9	interoperability	interoperability	NOUN
ajst-32556	137	10	,	,	PUNCT
ajst-32556	137	11	and	and	CCONJ
ajst-32556	137	12	regulatory	regulatory	ADJ
ajst-32556	137	13	uncertainty	uncertainty	NOUN
ajst-32556	137	14	must	must	AUX
ajst-32556	137	15	be	be	AUX
ajst-32556	137	16	addressed	address	VERB
ajst-32556	137	17	for	for	ADP
ajst-32556	137	18	widespread	widespread	ADJ
ajst-32556	137	19	adoption	adoption	NOUN
ajst-32556	137	20	.	.	PUNCT
ajst-32556	138	1	continuous	continuous	ADJ
ajst-32556	138	2	advancements	advancement	NOUN
ajst-32556	138	3	in	in	ADP
ajst-32556	138	4	consensus	consensus	NOUN
ajst-32556	138	5	algorithms	algorithm	NOUN
ajst-32556	138	6	,	,	PUNCT
ajst-32556	138	7	cross	cross	ADJ
ajst-32556	138	8	-	-	ADJ
ajst-32556	138	9	chain	chain	ADJ
ajst-32556	138	10	communication	communication	NOUN
ajst-32556	138	11	,	,	PUNCT
ajst-32556	138	12	and	and	CCONJ
ajst-32556	138	13	integration	integration	NOUN
ajst-32556	138	14	with	with	ADP
ajst-32556	138	15	ai	ai	NOUN
ajst-32556	138	16	will	will	AUX
ajst-32556	138	17	be	be	AUX
ajst-32556	138	18	key	key	ADJ
ajst-32556	138	19	to	to	ADP
ajst-32556	138	20	realizing	realize	VERB
ajst-32556	138	21	blockchain	blockchain	PROPN
ajst-32556	138	22	’s	’s	PART
ajst-32556	138	23	full	full	ADJ
ajst-32556	138	24	potential	potential	NOUN
ajst-32556	138	25	in	in	ADP
ajst-32556	138	26	cybersecurity	cybersecurity	NOUN
ajst-32556	138	27	.	.	PUNCT
ajst-32556	139	1	in	in	ADP
ajst-32556	139	2	conclusion	conclusion	NOUN
ajst-32556	139	3	,	,	PUNCT
ajst-32556	139	4	the	the	DET
ajst-32556	139	5	fusion	fusion	NOUN
ajst-32556	139	6	of	of	ADP
ajst-32556	139	7	blockchain	blockchain	NOUN
ajst-32556	139	8	with	with	ADP
ajst-32556	139	9	emerging	emerge	VERB
ajst-32556	139	10	technologies	technology	NOUN
ajst-32556	139	11	provides	provide	VERB
ajst-32556	139	12	a	a	DET
ajst-32556	139	13	promising	promising	ADJ
ajst-32556	139	14	pathway	pathway	NOUN
ajst-32556	139	15	toward	toward	ADP
ajst-32556	139	16	a	a	DET
ajst-32556	139	17	more	more	ADV
ajst-32556	139	18	secure	secure	ADJ
ajst-32556	139	19	,	,	PUNCT
ajst-32556	139	20	transparent	transparent	ADJ
ajst-32556	139	21	,	,	PUNCT
ajst-32556	139	22	and	and	CCONJ
ajst-32556	139	23	cooperative	cooperative	ADJ
ajst-32556	139	24	digital	digital	ADJ
ajst-32556	139	25	ecosystem	ecosystem	NOUN
ajst-32556	139	26	.	.	PUNCT
ajst-32556	140	1	as	as	SCONJ
ajst-32556	140	2	organizations	organization	NOUN
ajst-32556	140	3	and	and	CCONJ
ajst-32556	140	4	researchers	researcher	NOUN
ajst-32556	140	5	continue	continue	VERB
ajst-32556	140	6	to	to	PART
ajst-32556	140	7	explore	explore	VERB
ajst-32556	140	8	this	this	DET
ajst-32556	140	9	integration	integration	NOUN
ajst-32556	140	10	with	with	ADP
ajst-32556	140	11	the	the	DET
ajst-32556	140	12	support	support	NOUN
ajst-32556	140	13	of	of	ADP
ajst-32556	140	14	conductive	conductive	ADJ
ajst-32556	140	15	policies	policy	NOUN
ajst-32556	140	16	and	and	CCONJ
ajst-32556	140	17	cross	cross	ADJ
ajst-32556	140	18	-	-	ADJ
ajst-32556	140	19	sector	sector	ADJ
ajst-32556	140	20	partnerships	partnership	NOUN
ajst-32556	140	21	,	,	PUNCT
ajst-32556	140	22	blockchain	blockchain	PROPN
ajst-32556	140	23	is	be	AUX
ajst-32556	140	24	poised	poise	VERB
ajst-32556	140	25	to	to	PART
ajst-32556	140	26	evolve	evolve	VERB
ajst-32556	140	27	into	into	ADP
ajst-32556	140	28	a	a	DET
ajst-32556	140	29	foundational	foundational	ADJ
ajst-32556	140	30	component	component	NOUN
ajst-32556	140	31	of	of	ADP
ajst-32556	140	32	future	future	ADJ
ajst-32556	140	33	network	network	NOUN
ajst-32556	140	34	security	security	NOUN
ajst-32556	140	35	architectures	architecture	NOUN
ajst-32556	140	36	.	.	PUNCT
ajst-32556	141	1	references	reference	NOUN
ajst-32556	141	2	[	[	X
ajst-32556	141	3	1	1	NUM
ajst-32556	141	4	]	]	X
ajst-32556	141	5	conti	conti	NOUN
ajst-32556	141	6	,	,	PUNCT
ajst-32556	141	7	m.	m.	NOUN
ajst-32556	141	8	,	,	PUNCT
ajst-32556	141	9	kumar	kumar	PROPN
ajst-32556	141	10	,	,	PUNCT
ajst-32556	141	11	e.	e.	PROPN
ajst-32556	141	12	s.	s.	PROPN
ajst-32556	141	13	,	,	PUNCT
ajst-32556	141	14	lal	lal	PROPN
ajst-32556	141	15	,	,	PUNCT
ajst-32556	141	16	c.	c.	PROPN
ajst-32556	141	17	,	,	PUNCT
ajst-32556	141	18	&	&	CCONJ
ajst-32556	141	19	ruj	ruj	PROPN
ajst-32556	141	20	,	,	PUNCT
ajst-32556	141	21	s.	s.	PROPN
ajst-32556	141	22	(	(	PUNCT
ajst-32556	141	23	2020	2020	NUM
ajst-32556	141	24	)	)	PUNCT
ajst-32556	141	25	.	.	PUNCT
ajst-32556	142	1	a	a	DET
ajst-32556	142	2	survey	survey	NOUN
ajst-32556	142	3	on	on	ADP
ajst-32556	142	4	security	security	NOUN
ajst-32556	142	5	and	and	CCONJ
ajst-32556	142	6	privacy	privacy	NOUN
ajst-32556	142	7	issues	issue	NOUN
ajst-32556	142	8	of	of	ADP
ajst-32556	142	9	blockchain	blockchain	PROPN
ajst-32556	142	10	technology	technology	PROPN
ajst-32556	142	11	.	.	PUNCT
ajst-32556	143	1	ieee	ieee	NOUN
ajst-32556	143	2	communications	communication	NOUN
ajst-32556	143	3	surveys	survey	NOUN
ajst-32556	143	4	&	&	CCONJ
ajst-32556	143	5	tutorials	tutorial	NOUN
ajst-32556	143	6	,	,	PUNCT
ajst-32556	143	7	22(2	22(2	NUM
ajst-32556	143	8	)	)	PUNCT
ajst-32556	143	9	,	,	PUNCT
ajst-32556	143	10	1191–1219	1191–1219	NUM
ajst-32556	143	11	.	.	PUNCT
ajst-32556	144	1	129	129	NUM
ajst-32556	145	1	[	[	X
ajst-32556	145	2	2	2	NUM
ajst-32556	145	3	]	]	X
ajst-32556	145	4	ferrag	ferrag	NOUN
ajst-32556	145	5	,	,	PUNCT
ajst-32556	145	6	m.	m.	NOUN
ajst-32556	145	7	a.	a.	PROPN
ajst-32556	145	8	,	,	PUNCT
ajst-32556	145	9	derdour	derdour	ADJ
ajst-32556	145	10	,	,	PUNCT
ajst-32556	145	11	m.	m.	NOUN
ajst-32556	145	12	,	,	PUNCT
ajst-32556	145	13	mukherjee	mukherjee	NOUN
ajst-32556	145	14	,	,	PUNCT
ajst-32556	145	15	m.	m.	NOUN
ajst-32556	145	16	,	,	PUNCT
ajst-32556	145	17	derhab	derhab	PROPN
ajst-32556	145	18	,	,	PUNCT
ajst-32556	145	19	a.	a.	NOUN
ajst-32556	145	20	,	,	PUNCT
ajst-32556	145	21	maglaras	maglaras	PROPN
ajst-32556	145	22	,	,	PUNCT
ajst-32556	145	23	l.	l.	PROPN
ajst-32556	145	24	,	,	PUNCT
ajst-32556	145	25	&	&	CCONJ
ajst-32556	145	26	janicke	janicke	PROPN
ajst-32556	145	27	,	,	PUNCT
ajst-32556	145	28	h.	h.	PROPN
ajst-32556	145	29	(	(	PUNCT
ajst-32556	145	30	2019	2019	NUM
ajst-32556	145	31	)	)	PUNCT
ajst-32556	145	32	.	.	PUNCT
ajst-32556	146	1	blockchain	blockchain	PROPN
ajst-32556	146	2	technologies	technology	NOUN
ajst-32556	146	3	for	for	ADP
ajst-32556	146	4	the	the	DET
ajst-32556	146	5	internet	internet	NOUN
ajst-32556	146	6	of	of	ADP
ajst-32556	146	7	things	thing	NOUN
ajst-32556	146	8	:	:	PUNCT
ajst-32556	146	9	research	research	NOUN
ajst-32556	146	10	issues	issue	NOUN
ajst-32556	146	11	and	and	CCONJ
ajst-32556	146	12	challenges	challenge	NOUN
ajst-32556	146	13	.	.	PUNCT
ajst-32556	147	1	ieee	ieee	NOUN
ajst-32556	147	2	internet	internet	NOUN
ajst-32556	147	3	of	of	ADP
ajst-32556	147	4	things	thing	NOUN
ajst-32556	147	5	journal	journal	NOUN
ajst-32556	147	6	,	,	PUNCT
ajst-32556	147	7	6(2	6(2	NUM
ajst-32556	147	8	)	)	PUNCT
ajst-32556	147	9	,	,	PUNCT
ajst-32556	147	10	2188–2204	2188–2204	NUM
ajst-32556	147	11	.	.	PUNCT
ajst-32556	148	1	[	[	X
ajst-32556	148	2	3	3	NUM
ajst-32556	148	3	]	]	X
ajst-32556	148	4	kumar	kumar	PROPN
ajst-32556	148	5	,	,	PUNCT
ajst-32556	148	6	k.	k.	PROPN
ajst-32556	148	7	,	,	PUNCT
ajst-32556	148	8	&	&	CCONJ
ajst-32556	148	9	khari	khari	PROPN
ajst-32556	148	10	,	,	PUNCT
ajst-32556	148	11	m.	m.	NOUN
ajst-32556	148	12	(	(	PUNCT
ajst-32556	148	13	2025	2025	NUM
ajst-32556	148	14	)	)	PUNCT
ajst-32556	148	15	.	.	PUNCT
ajst-32556	148	16	federated	federate	VERB
ajst-32556	148	17	active	active	ADJ
ajst-32556	148	18	meta	meta	NOUN
ajst-32556	148	19	-	-	PUNCT
ajst-32556	148	20	learning	learning	NOUN
ajst-32556	148	21	with	with	ADP
ajst-32556	148	22	blockchain	blockchain	PROPN
ajst-32556	148	23	for	for	ADP
ajst-32556	148	24	zero	zero	NUM
ajst-32556	148	25	-	-	PUNCT
ajst-32556	148	26	day	day	NOUN
ajst-32556	148	27	attack	attack	NOUN
ajst-32556	148	28	detection	detection	NOUN
ajst-32556	148	29	in	in	ADP
ajst-32556	148	30	industrial	industrial	ADJ
ajst-32556	148	31	iot	iot	NOUN
ajst-32556	148	32	.	.	PROPN
ajst-32556	148	33	peer	peer	NOUN
ajst-32556	148	34	-	-	PUNCT
ajst-32556	148	35	to	to	ADP
ajst-32556	148	36	-	-	PUNCT
ajst-32556	148	37	peer	peer	NOUN
ajst-32556	148	38	networking	networking	NOUN
ajst-32556	148	39	and	and	CCONJ
ajst-32556	148	40	applications	application	NOUN
ajst-32556	148	41	.	.	PUNCT
ajst-32556	149	1	[	[	X
ajst-32556	149	2	4	4	NUM
ajst-32556	149	3	]	]	X
ajst-32556	149	4	nakamoto	nakamoto	NOUN
ajst-32556	149	5	,	,	PUNCT
ajst-32556	149	6	s.	s.	PROPN
ajst-32556	149	7	(	(	PUNCT
ajst-32556	149	8	2008	2008	NUM
ajst-32556	149	9	)	)	PUNCT
ajst-32556	149	10	.	.	PUNCT
ajst-32556	150	1	bitcoin	bitcoin	NOUN
ajst-32556	150	2	:	:	PUNCT
ajst-32556	150	3	a	a	DET
ajst-32556	150	4	peer	peer	NOUN
ajst-32556	150	5	-	-	PUNCT
ajst-32556	150	6	to	to	ADP
ajst-32556	150	7	-	-	PUNCT
ajst-32556	150	8	peer	peer	NOUN
ajst-32556	150	9	electronic	electronic	ADJ
ajst-32556	150	10	cash	cash	NOUN
ajst-32556	150	11	system	system	NOUN
ajst-32556	150	12	.	.	PUNCT
ajst-32556	151	1	[	[	X
ajst-32556	151	2	5	5	NUM
ajst-32556	151	3	]	]	X
ajst-32556	151	4	ram	ram	NOUN
ajst-32556	151	5	sundar	sundar	NOUN
ajst-32556	151	6	,	,	PUNCT
ajst-32556	151	7	g.	g.	PROPN
ajst-32556	151	8	,	,	PUNCT
ajst-32556	151	9	rajput	rajput	PROPN
ajst-32556	151	10	,	,	PUNCT
ajst-32556	151	11	k.	k.	PROPN
ajst-32556	151	12	,	,	PUNCT
ajst-32556	151	13	dhanasekaran	dhanasekaran	PROPN
ajst-32556	151	14	,	,	PUNCT
ajst-32556	151	15	s.	s.	PROPN
ajst-32556	151	16	,	,	PUNCT
ajst-32556	151	17	aeri	aeri	PROPN
ajst-32556	151	18	,	,	PUNCT
ajst-32556	151	19	m.	m.	NOUN
ajst-32556	151	20	,	,	PUNCT
ajst-32556	151	21	shukla	shukla	NOUN
ajst-32556	151	22	,	,	PUNCT
ajst-32556	151	23	r.	r.	PROPN
ajst-32556	151	24	p.	p.	PROPN
ajst-32556	151	25	,	,	PUNCT
ajst-32556	151	26	&	&	CCONJ
ajst-32556	151	27	singh	singh	PROPN
ajst-32556	151	28	,	,	PUNCT
ajst-32556	151	29	s.	s.	PROPN
ajst-32556	151	30	k.	k.	PROPN
ajst-32556	151	31	(	(	PUNCT
ajst-32556	151	32	2024	2024	NUM
ajst-32556	151	33	)	)	PUNCT
ajst-32556	151	34	.	.	PUNCT
ajst-32556	152	1	enhancing	enhance	VERB
ajst-32556	152	2	network	network	NOUN
ajst-32556	152	3	security	security	NOUN
ajst-32556	152	4	in	in	ADP
ajst-32556	152	5	distributed	distributed	ADJ
ajst-32556	152	6	environments	environment	NOUN
ajst-32556	152	7	using	use	VERB
ajst-32556	152	8	blockchain	blockchain	NOUN
ajst-32556	152	9	-	-	PUNCT
ajst-32556	152	10	based	base	VERB
ajst-32556	152	11	solutions	solution	NOUN
ajst-32556	152	12	.	.	PUNCT
ajst-32556	153	1	in	in	ADP
ajst-32556	153	2	proceedings	proceeding	NOUN
ajst-32556	153	3	of	of	ADP
ajst-32556	153	4	the	the	DET
ajst-32556	153	5	international	international	ADJ
ajst-32556	153	6	conference	conference	NOUN
ajst-32556	153	7	on	on	ADP
ajst-32556	153	8	data	datum	NOUN
ajst-32556	153	9	science	science	NOUN
ajst-32556	153	10	and	and	CCONJ
ajst-32556	153	11	intelligent	intelligent	ADJ
ajst-32556	153	12	systems	system	NOUN
ajst-32556	153	13	(	(	PUNCT
ajst-32556	153	14	icdsis	icdsis	NOUN
ajst-32556	153	15	)	)	PUNCT
ajst-32556	153	16	.	.	PUNCT
ajst-32556	154	1	[	[	X
ajst-32556	154	2	6	6	NUM
ajst-32556	154	3	]	]	X
ajst-32556	154	4	chaganti	chaganti	NOUN
ajst-32556	154	5	,	,	PUNCT
ajst-32556	154	6	r.	r.	PROPN
ajst-32556	154	7	,	,	PUNCT
ajst-32556	154	8	bhushan	bhushan	PROPN
ajst-32556	154	9	,	,	PUNCT
ajst-32556	154	10	b.	b.	PROPN
ajst-32556	154	11	,	,	PUNCT
ajst-32556	154	12	&	&	CCONJ
ajst-32556	154	13	ravi	ravi	PROPN
ajst-32556	154	14	,	,	PUNCT
ajst-32556	154	15	v.	v.	PROPN
ajst-32556	154	16	(	(	PUNCT
ajst-32556	154	17	2022	2022	NUM
ajst-32556	154	18	)	)	PUNCT
ajst-32556	154	19	.	.	PUNCT
ajst-32556	155	1	the	the	DET
ajst-32556	155	2	role	role	NOUN
ajst-32556	155	3	of	of	ADP
ajst-32556	155	4	blockchain	blockchain	PROPN
ajst-32556	155	5	in	in	ADP
ajst-32556	155	6	ddos	ddos	NOUN
ajst-32556	155	7	attacks	attack	NOUN
ajst-32556	155	8	mitigation	mitigation	NOUN
ajst-32556	155	9	:	:	PUNCT
ajst-32556	155	10	techniques	technique	NOUN
ajst-32556	155	11	,	,	PUNCT
ajst-32556	155	12	open	open	ADJ
ajst-32556	155	13	challenges	challenge	NOUN
ajst-32556	155	14	and	and	CCONJ
ajst-32556	155	15	future	future	ADJ
ajst-32556	155	16	directions	direction	NOUN
ajst-32556	155	17	.	.	PUNCT
ajst-32556	156	1	arxiv	arxiv	NOUN
ajst-32556	156	2	,	,	PUNCT
ajst-32556	156	3	abs/2202.03617	abs/2202.03617	PROPN
ajst-32556	156	4	.	.	PUNCT
ajst-32556	157	1	[	[	X
ajst-32556	157	2	7	7	NUM
ajst-32556	157	3	]	]	X
ajst-32556	157	4	antonakakis	antonakaki	NOUN
ajst-32556	157	5	,	,	PUNCT
ajst-32556	157	6	m.	m.	NOUN
ajst-32556	157	7	,	,	PUNCT
ajst-32556	157	8	april	april	PROPN
ajst-32556	157	9	,	,	PUNCT
ajst-32556	157	10	t.	t.	PROPN
ajst-32556	157	11	,	,	PUNCT
ajst-32556	157	12	bailey	bailey	NOUN
ajst-32556	157	13	,	,	PUNCT
ajst-32556	157	14	m.	m.	NOUN
ajst-32556	157	15	,	,	PUNCT
ajst-32556	157	16	bernhard	bernhard	PROPN
ajst-32556	157	17	,	,	PUNCT
ajst-32556	157	18	m.	m.	NOUN
ajst-32556	157	19	,	,	PUNCT
ajst-32556	157	20	bursztein	bursztein	PROPN
ajst-32556	157	21	,	,	PUNCT
ajst-32556	157	22	e.	e.	PROPN
ajst-32556	157	23	,	,	PUNCT
ajst-32556	157	24	cochran	cochran	PROPN
ajst-32556	157	25	,	,	PUNCT
ajst-32556	157	26	j.	j.	PROPN
ajst-32556	157	27	,	,	PUNCT
ajst-32556	157	28	durumeric	durumeric	PROPN
ajst-32556	157	29	,	,	PUNCT
ajst-32556	157	30	z.	z.	PROPN
ajst-32556	157	31	,	,	PUNCT
ajst-32556	157	32	halderman	halderman	PROPN
ajst-32556	157	33	,	,	PUNCT
ajst-32556	157	34	j.	j.	PROPN
ajst-32556	157	35	a.	a.	PROPN
ajst-32556	157	36	,	,	PUNCT
ajst-32556	157	37	invernizzi	invernizzi	PROPN
ajst-32556	157	38	,	,	PUNCT
ajst-32556	157	39	l.	l.	PROPN
ajst-32556	157	40	,	,	PUNCT
ajst-32556	157	41	kallitsis	kallitsis	NOUN
ajst-32556	157	42	,	,	PUNCT
ajst-32556	157	43	m.	m.	NOUN
ajst-32556	157	44	,	,	PUNCT
ajst-32556	157	45	kumar	kumar	PROPN
ajst-32556	157	46	,	,	PUNCT
ajst-32556	157	47	d.	d.	PROPN
ajst-32556	157	48	,	,	PUNCT
ajst-32556	157	49	lever	lever	PROPN
ajst-32556	157	50	,	,	PUNCT
ajst-32556	157	51	c.	c.	PROPN
ajst-32556	157	52	,	,	PUNCT
ajst-32556	157	53	ma	ma	PROPN
ajst-32556	157	54	,	,	PUNCT
ajst-32556	157	55	z.	z.	PROPN
ajst-32556	157	56	,	,	PUNCT
ajst-32556	157	57	mason	mason	PROPN
ajst-32556	157	58	,	,	PUNCT
ajst-32556	157	59	j.	j.	PROPN
ajst-32556	157	60	,	,	PUNCT
ajst-32556	157	61	menscher	menscher	PROPN
ajst-32556	157	62	,	,	PUNCT
ajst-32556	157	63	d.	d.	PROPN
ajst-32556	157	64	,	,	PUNCT
ajst-32556	157	65	seaman	seaman	NOUN
ajst-32556	157	66	,	,	PUNCT
ajst-32556	157	67	c.	c.	PROPN
ajst-32556	157	68	,	,	PUNCT
ajst-32556	157	69	sullivan	sullivan	PROPN
ajst-32556	157	70	,	,	PUNCT
ajst-32556	157	71	n.	n.	PROPN
ajst-32556	157	72	,	,	PUNCT
ajst-32556	157	73	thomas	thomas	PROPN
ajst-32556	157	74	,	,	PUNCT
ajst-32556	157	75	k.	k.	PROPN
ajst-32556	157	76	,	,	PUNCT
ajst-32556	157	77	&	&	CCONJ
ajst-32556	157	78	zhou	zhou	PROPN
ajst-32556	157	79	,	,	PUNCT
ajst-32556	157	80	y.	y.	PROPN
ajst-32556	157	81	(	(	PUNCT
ajst-32556	157	82	2017	2017	NUM
ajst-32556	157	83	)	)	PUNCT
ajst-32556	157	84	.	.	PUNCT
ajst-32556	158	1	understanding	understand	VERB
ajst-32556	158	2	the	the	DET
ajst-32556	158	3	mirai	mirai	PROPN
ajst-32556	158	4	botnet	botnet	PROPN
ajst-32556	158	5	.	.	PUNCT
ajst-32556	159	1	in	in	ADP
ajst-32556	159	2	proceedings	proceeding	NOUN
ajst-32556	159	3	of	of	ADP
ajst-32556	159	4	the	the	DET
ajst-32556	159	5	26th	26th	ADJ
ajst-32556	159	6	usenix	usenix	NOUN
ajst-32556	159	7	security	security	NOUN
ajst-32556	159	8	symposium	symposium	NOUN
ajst-32556	159	9	(	(	PUNCT
ajst-32556	159	10	usenix	usenix	PROPN
ajst-32556	159	11	security	security	NOUN
ajst-32556	159	12	17	17	NUM
ajst-32556	159	13	)	)	PUNCT
ajst-32556	159	14	(	(	PUNCT
ajst-32556	159	15	pp	pp	ADJ
ajst-32556	159	16	.	.	PUNCT
ajst-32556	159	17	1093–1110	1093–1110	NUM
ajst-32556	159	18	)	)	PUNCT
ajst-32556	159	19	.	.	PUNCT
ajst-32556	160	1	usenix	usenix	PROPN
ajst-32556	160	2	association	association	PROPN
ajst-32556	160	3	.	.	PUNCT
ajst-32556	161	1	[	[	X
ajst-32556	161	2	8	8	NUM
ajst-32556	161	3	]	]	X
ajst-32556	161	4	shah	shah	NOUN
ajst-32556	161	5	,	,	PUNCT
ajst-32556	161	6	z.	z.	PROPN
ajst-32556	161	7	,	,	PUNCT
ajst-32556	161	8	ullah	ullah	PROPN
ajst-32556	161	9	,	,	PUNCT
ajst-32556	161	10	i.	i.	PROPN
ajst-32556	161	11	,	,	PUNCT
ajst-32556	161	12	li	li	PROPN
ajst-32556	161	13	,	,	PUNCT
ajst-32556	161	14	h.	h.	PROPN
ajst-32556	161	15	,	,	PUNCT
ajst-32556	161	16	levula	levula	PROPN
ajst-32556	161	17	,	,	PUNCT
ajst-32556	161	18	a.	a.	PROPN
ajst-32556	161	19	,	,	PUNCT
ajst-32556	161	20	&	&	CCONJ
ajst-32556	161	21	khurshid	khurshid	PROPN
ajst-32556	161	22	,	,	PUNCT
ajst-32556	161	23	k.	k.	PROPN
ajst-32556	161	24	(	(	PUNCT
ajst-32556	161	25	2022	2022	NUM
ajst-32556	161	26	)	)	PUNCT
ajst-32556	161	27	.	.	PUNCT
ajst-32556	162	1	blockchain	blockchain	PROPN
ajst-32556	162	2	based	base	VERB
ajst-32556	162	3	solutions	solution	NOUN
ajst-32556	162	4	to	to	PART
ajst-32556	162	5	mitigate	mitigate	VERB
ajst-32556	162	6	distributed	distribute	VERB
ajst-32556	162	7	denial	denial	NOUN
ajst-32556	162	8	of	of	ADP
ajst-32556	162	9	service	service	NOUN
ajst-32556	162	10	(	(	PUNCT
ajst-32556	162	11	ddos	ddo	NOUN
ajst-32556	162	12	)	)	PUNCT
ajst-32556	162	13	attacks	attack	NOUN
ajst-32556	162	14	in	in	ADP
ajst-32556	162	15	the	the	DET
ajst-32556	162	16	internet	internet	NOUN
ajst-32556	162	17	of	of	ADP
ajst-32556	162	18	things	thing	NOUN
ajst-32556	162	19	(	(	PUNCT
ajst-32556	162	20	iot	iot	NOUN
ajst-32556	162	21	):	):	PUNCT
ajst-32556	162	22	a	a	DET
ajst-32556	162	23	survey	survey	NOUN
ajst-32556	162	24	.	.	PUNCT
ajst-32556	163	1	sensors	sensor	NOUN
ajst-32556	163	2	(	(	PUNCT
ajst-32556	163	3	basel	basel	PROPN
ajst-32556	163	4	,	,	PUNCT
ajst-32556	163	5	switzerland	switzerland	PROPN
ajst-32556	163	6	)	)	PUNCT
ajst-32556	163	7	,	,	PUNCT
ajst-32556	163	8	22(3	22(3	NUM
ajst-32556	163	9	)	)	PUNCT
ajst-32556	163	10	,	,	PUNCT
ajst-32556	163	11	1094	1094	NUM
ajst-32556	163	12	.	.	PUNCT
ajst-32556	164	1	[	[	X
ajst-32556	164	2	9	9	NUM
ajst-32556	164	3	]	]	SYM
ajst-32556	164	4	alouffi	alouffi	PROPN
ajst-32556	164	5	,	,	PUNCT
ajst-32556	164	6	b.	b.	PROPN
ajst-32556	164	7	,	,	PUNCT
ajst-32556	164	8	hasnain	hasnain	PROPN
ajst-32556	164	9	,	,	PUNCT
ajst-32556	164	10	m.	m.	NOUN
ajst-32556	164	11	,	,	PUNCT
ajst-32556	164	12	alharbi	alharbi	PROPN
ajst-32556	164	13	,	,	PUNCT
ajst-32556	164	14	a.	a.	PROPN
ajst-32556	164	15	,	,	PUNCT
ajst-32556	164	16	alosaimi	alosaimi	PROPN
ajst-32556	164	17	,	,	PUNCT
ajst-32556	164	18	w.	w.	PROPN
ajst-32556	164	19	,	,	PUNCT
ajst-32556	164	20	alyami	alyami	NOUN
ajst-32556	164	21	,	,	PUNCT
ajst-32556	164	22	h.	h.	PROPN
ajst-32556	164	23	,	,	PUNCT
ajst-32556	164	24	&	&	CCONJ
ajst-32556	164	25	ayaz	ayaz	PROPN
ajst-32556	164	26	,	,	PUNCT
ajst-32556	164	27	m.	m.	NOUN
ajst-32556	164	28	(	(	PUNCT
ajst-32556	164	29	2021	2021	NUM
ajst-32556	164	30	)	)	PUNCT
ajst-32556	164	31	.	.	PUNCT
ajst-32556	165	1	a	a	DET
ajst-32556	165	2	systematic	systematic	ADJ
ajst-32556	165	3	literature	literature	NOUN
ajst-32556	165	4	review	review	NOUN
ajst-32556	165	5	on	on	ADP
ajst-32556	165	6	cloud	cloud	NOUN
ajst-32556	165	7	computing	compute	VERB
ajst-32556	165	8	security	security	NOUN
ajst-32556	165	9	:	:	PUNCT
ajst-32556	165	10	threats	threat	NOUN
ajst-32556	165	11	and	and	CCONJ
ajst-32556	165	12	mitigation	mitigation	NOUN
ajst-32556	165	13	strategies	strategy	NOUN
ajst-32556	165	14	.	.	PUNCT
ajst-32556	166	1	ieee	ieee	NOUN
ajst-32556	166	2	access	access	NOUN
ajst-32556	166	3	,	,	PUNCT
ajst-32556	166	4	9	9	NUM
ajst-32556	166	5	,	,	PUNCT
ajst-32556	166	6	57792	57792	NUM
ajst-32556	166	7	–	–	PUNCT
ajst-32556	166	8	57807	57807	NUM
ajst-32556	166	9	.	.	PUNCT
ajst-32556	167	1	[	[	X
ajst-32556	167	2	10	10	NUM
ajst-32556	167	3	]	]	PUNCT
ajst-32556	167	4	a.	a.	NOUN
ajst-32556	167	5	singh	singh	PROPN
ajst-32556	167	6	et	et	PROPN
ajst-32556	167	7	al	al	PROPN
ajst-32556	167	8	.	.	PROPN
ajst-32556	167	9	,	,	PUNCT
ajst-32556	167	10	'	'	PUNCT
ajst-32556	167	11	ddos	ddos	NOUN
ajst-32556	167	12	attacks	attack	NOUN
ajst-32556	167	13	and	and	CCONJ
ajst-32556	167	14	blockchain	blockchain	NOUN
ajst-32556	167	15	-	-	PUNCT
ajst-32556	167	16	based	base	VERB
ajst-32556	167	17	mitigation	mitigation	NOUN
ajst-32556	167	18	techniques	technique	NOUN
ajst-32556	167	19	,	,	PUNCT
ajst-32556	167	20	'	'	PUNCT
ajst-32556	167	21	ieee	ieee	NOUN
ajst-32556	167	22	access	access	NOUN
ajst-32556	167	23	,	,	PUNCT
ajst-32556	167	24	2021	2021	NUM
ajst-32556	167	25	.	.	PUNCT
ajst-32556	168	1	[	[	X
ajst-32556	168	2	11	11	NUM
ajst-32556	168	3	]	]	X
ajst-32556	168	4	chatziamanetoglou	chatziamanetoglou	PROPN
ajst-32556	168	5	,	,	PUNCT
ajst-32556	168	6	d.	d.	PROPN
ajst-32556	168	7	,	,	PUNCT
ajst-32556	168	8	&	&	CCONJ
ajst-32556	168	9	rantos	rantos	PROPN
ajst-32556	168	10	,	,	PUNCT
ajst-32556	168	11	k.	k.	PROPN
ajst-32556	168	12	(	(	PUNCT
ajst-32556	168	13	2021	2021	NUM
ajst-32556	168	14	)	)	PUNCT
ajst-32556	168	15	.	.	PUNCT
ajst-32556	169	1	cti	cti	PROPN
ajst-32556	169	2	blockchain	blockchain	PROPN
ajst-32556	169	3	-	-	PUNCT
ajst-32556	169	4	based	base	VERB
ajst-32556	169	5	sharing	sharing	NOUN
ajst-32556	169	6	using	use	VERB
ajst-32556	169	7	proof	proof	NOUN
ajst-32556	169	8	-	-	PUNCT
ajst-32556	169	9	of	of	ADP
ajst-32556	169	10	-	-	PUNCT
ajst-32556	169	11	quality	quality	NOUN
ajst-32556	169	12	consensus	consensus	NOUN
ajst-32556	169	13	algorithm	algorithm	NOUN
ajst-32556	169	14	.	.	PUNCT
ajst-32556	170	1	in	in	ADP
ajst-32556	170	2	2021	2021	NUM
ajst-32556	170	3	ieee	ieee	NOUN
ajst-32556	170	4	international	international	ADJ
ajst-32556	170	5	conference	conference	NOUN
ajst-32556	170	6	on	on	ADP
ajst-32556	170	7	cyber	cyber	ADJ
ajst-32556	170	8	security	security	NOUN
ajst-32556	170	9	and	and	CCONJ
ajst-32556	170	10	resilience	resilience	NOUN
ajst-32556	170	11	(	(	PUNCT
ajst-32556	170	12	csr	csr	NOUN
ajst-32556	170	13	)	)	PUNCT
ajst-32556	170	14	(	(	PUNCT
ajst-32556	170	15	pp	pp	ADV
ajst-32556	170	16	.	.	PUNCT
ajst-32556	171	1	331–336	331–336	NUM
ajst-32556	171	2	)	)	PUNCT
ajst-32556	171	3	.	.	PUNCT
ajst-32556	172	1	ieee	ieee	NOUN
ajst-32556	172	2	.	.	PUNCT
ajst-32556	173	1	[	[	X
ajst-32556	173	2	12	12	NUM
ajst-32556	173	3	]	]	X
ajst-32556	173	4	xuan	xuan	PROPN
ajst-32556	173	5	,	,	PUNCT
ajst-32556	173	6	s.	s.	PROPN
ajst-32556	173	7	,	,	PUNCT
ajst-32556	173	8	tang	tang	PROPN
ajst-32556	173	9	,	,	PUNCT
ajst-32556	173	10	h.	h.	PROPN
ajst-32556	173	11	,	,	PUNCT
ajst-32556	173	12	wang	wang	PROPN
ajst-32556	173	13	,	,	PUNCT
ajst-32556	173	14	w.	w.	PROPN
ajst-32556	173	15	,	,	PUNCT
ajst-32556	173	16	&	&	CCONJ
ajst-32556	173	17	yang	yang	PROPN
ajst-32556	173	18	,	,	PUNCT
ajst-32556	173	19	w.	w.	PROPN
ajst-32556	173	20	(	(	PUNCT
ajst-32556	173	21	2020	2020	NUM
ajst-32556	173	22	)	)	PUNCT
ajst-32556	173	23	.	.	PUNCT
ajst-32556	174	1	application	application	NOUN
ajst-32556	174	2	of	of	ADP
ajst-32556	174	3	blockchain	blockchain	PROPN
ajst-32556	174	4	technology	technology	PROPN
ajst-32556	174	5	in	in	ADP
ajst-32556	174	6	constructing	construct	VERB
ajst-32556	174	7	network	network	NOUN
ajst-32556	174	8	threat	threat	NOUN
ajst-32556	174	9	intelligence	intelligence	NOUN
ajst-32556	174	10	system	system	NOUN
ajst-32556	174	11	.	.	PUNCT
ajst-32556	175	1	in	in	ADP
ajst-32556	175	2	proceedings	proceeding	NOUN
ajst-32556	175	3	of	of	ADP
ajst-32556	175	4	the	the	DET
ajst-32556	175	5	2020	2020	NUM
ajst-32556	175	6	2nd	2nd	ADJ
ajst-32556	175	7	international	international	ADJ
ajst-32556	175	8	conference	conference	NOUN
ajst-32556	175	9	on	on	ADP
ajst-32556	175	10	blockchain	blockchain	PROPN
ajst-32556	175	11	technology	technology	PROPN
ajst-32556	175	12	(	(	PUNCT
ajst-32556	175	13	icbct	icbct	ADJ
ajst-32556	175	14	'	'	NUM
ajst-32556	175	15	20	20	NUM
ajst-32556	175	16	)	)	PUNCT
ajst-32556	175	17	(	(	PUNCT
ajst-32556	175	18	pp	pp	ADJ
ajst-32556	175	19	.	.	PUNCT
ajst-32556	176	1	144–149	144–149	NUM
ajst-32556	176	2	)	)	PUNCT
ajst-32556	176	3	.	.	PUNCT
ajst-32556	177	1	association	association	NOUN
ajst-32556	177	2	for	for	ADP
ajst-32556	177	3	computing	compute	VERB
ajst-32556	177	4	machinery	machinery	NOUN
ajst-32556	177	5	.	.	PUNCT
ajst-32556	178	1	[	[	X
ajst-32556	178	2	13	13	NUM
ajst-32556	178	3	]	]	X
ajst-32556	178	4	shitharth	shitharth	NOUN
ajst-32556	178	5	,	,	PUNCT
ajst-32556	178	6	s.	s.	PROPN
ajst-32556	178	7	,	,	PUNCT
ajst-32556	178	8	manoharan	manoharan	NOUN
ajst-32556	178	9	,	,	PUNCT
ajst-32556	178	10	h.	h.	PROPN
ajst-32556	178	11	,	,	PUNCT
ajst-32556	178	12	shankar	shankar	PROPN
ajst-32556	178	13	,	,	PUNCT
ajst-32556	178	14	a.	a.	NOUN
ajst-32556	178	15	,	,	PUNCT
ajst-32556	178	16	alsowail	alsowail	NOUN
ajst-32556	178	17	,	,	PUNCT
ajst-32556	178	18	r.	r.	PROPN
ajst-32556	178	19	a.	a.	PROPN
ajst-32556	178	20	,	,	PUNCT
ajst-32556	178	21	pandiaraj	pandiaraj	PROPN
ajst-32556	178	22	,	,	PUNCT
ajst-32556	178	23	s.	s.	PROPN
ajst-32556	178	24	,	,	PUNCT
ajst-32556	178	25	edalatpanah	edalatpanah	PROPN
ajst-32556	178	26	,	,	PUNCT
ajst-32556	178	27	s.	s.	PROPN
ajst-32556	178	28	a.	a.	PROPN
ajst-32556	178	29	,	,	PUNCT
ajst-32556	178	30	&	&	CCONJ
ajst-32556	178	31	viriyasitavat	viriyasitavat	PROPN
ajst-32556	178	32	,	,	PUNCT
ajst-32556	178	33	w.	w.	PROPN
ajst-32556	178	34	(	(	PUNCT
ajst-32556	178	35	2023	2023	NUM
ajst-32556	178	36	)	)	PUNCT
ajst-32556	178	37	.	.	PUNCT
ajst-32556	179	1	federated	federate	VERB
ajst-32556	179	2	learning	learn	VERB
ajst-32556	179	3	optimization	optimization	NOUN
ajst-32556	179	4	:	:	PUNCT
ajst-32556	179	5	a	a	DET
ajst-32556	179	6	computational	computational	ADJ
ajst-32556	179	7	blockchain	blockchain	NOUN
ajst-32556	179	8	process	process	NOUN
ajst-32556	179	9	with	with	ADP
ajst-32556	179	10	offloading	offload	VERB
ajst-32556	179	11	analysis	analysis	NOUN
ajst-32556	179	12	to	to	PART
ajst-32556	179	13	enhance	enhance	VERB
ajst-32556	179	14	security	security	NOUN
ajst-32556	179	15	.	.	PUNCT
ajst-32556	180	1	egyptian	egyptian	ADJ
ajst-32556	180	2	informatics	informatics	PROPN
ajst-32556	180	3	journal	journal	PROPN
ajst-32556	180	4	,	,	PUNCT
ajst-32556	180	5	24(4	24(4	NUM
ajst-32556	180	6	)	)	PUNCT
ajst-32556	180	7	,	,	PUNCT
ajst-32556	180	8	article	article	NOUN
ajst-32556	180	9	100406	100406	NUM
ajst-32556	180	10	.	.	PUNCT
ajst-32556	181	1	[	[	X
ajst-32556	181	2	14	14	NUM
ajst-32556	181	3	]	]	X
ajst-32556	181	4	kumar	kumar	PROPN
ajst-32556	181	5	,	,	PUNCT
ajst-32556	181	6	v.	v.	ADP
ajst-32556	181	7	n.	n.	NOUN
ajst-32556	181	8	,	,	PUNCT
ajst-32556	181	9	veerender	veerender	NOUN
ajst-32556	181	10	,	,	PUNCT
ajst-32556	181	11	a.	a.	NOUN
ajst-32556	181	12	,	,	PUNCT
ajst-32556	181	13	madhukar	madhukar	PROPN
ajst-32556	181	14	,	,	PUNCT
ajst-32556	181	15	g.	g.	PROPN
ajst-32556	181	16	,	,	PUNCT
ajst-32556	181	17	soujanya	soujanya	PROPN
ajst-32556	181	18	,	,	PUNCT
ajst-32556	181	19	k.	k.	PROPN
ajst-32556	181	20	l.	l.	PROPN
ajst-32556	181	21	s.	s.	PROPN
ajst-32556	181	22	,	,	PUNCT
ajst-32556	181	23	naryana	naryana	PROPN
ajst-32556	181	24	,	,	PUNCT
ajst-32556	181	25	v.	v.	ADP
ajst-32556	181	26	a.	a.	PROPN
ajst-32556	181	27	,	,	PUNCT
ajst-32556	181	28	&	&	CCONJ
ajst-32556	181	29	vivekananda	vivekananda	PROPN
ajst-32556	181	30	,	,	PUNCT
ajst-32556	181	31	a.	a.	NOUN
ajst-32556	181	32	(	(	PUNCT
ajst-32556	181	33	2025	2025	NUM
ajst-32556	181	34	)	)	PUNCT
ajst-32556	181	35	.	.	PUNCT
ajst-32556	182	1	a	a	DET
ajst-32556	182	2	novel	novel	ADJ
ajst-32556	182	3	iot	iot	NOUN
ajst-32556	182	4	-	-	PUNCT
ajst-32556	182	5	based	base	VERB
ajst-32556	182	6	blockchain	blockchain	PROPN
ajst-32556	182	7	approach	approach	NOUN
ajst-32556	182	8	for	for	ADP
ajst-32556	182	9	evaluating	evaluate	VERB
ajst-32556	182	10	confidential	confidential	ADJ
ajst-32556	182	11	data	datum	NOUN
ajst-32556	182	12	sharing	share	VERB
ajst-32556	182	13	by	by	ADP
ajst-32556	182	14	providing	provide	VERB
ajst-32556	182	15	data	datum	NOUN
ajst-32556	182	16	privacy	privacy	NOUN
ajst-32556	182	17	,	,	PUNCT
ajst-32556	182	18	integrity	integrity	NOUN
ajst-32556	182	19	,	,	PUNCT
ajst-32556	182	20	and	and	CCONJ
ajst-32556	182	21	reliability	reliability	NOUN
ajst-32556	182	22	.	.	PUNCT
ajst-32556	183	1	in	in	ADP
ajst-32556	183	2	v.	v.	PROPN
ajst-32556	183	3	k.	k.	PROPN
ajst-32556	183	4	gunjan	gunjan	PROPN
ajst-32556	183	5	,	,	PUNCT
ajst-32556	183	6	a.	a.	PROPN
ajst-32556	183	7	kumar	kumar	PROPN
ajst-32556	183	8	,	,	PUNCT
ajst-32556	183	9	j.	j.	PROPN
ajst-32556	183	10	m.	m.	PROPN
ajst-32556	183	11	zurada	zurada	PROPN
ajst-32556	183	12	,	,	PUNCT
ajst-32556	183	13	&	&	CCONJ
ajst-32556	183	14	s.	s.	PROPN
ajst-32556	183	15	n.	n.	PROPN
ajst-32556	183	16	singh	singh	PROPN
ajst-32556	183	17	(	(	PUNCT
ajst-32556	183	18	eds	ed	NOUN
ajst-32556	183	19	.	.	PUNCT
ajst-32556	183	20	)	)	PUNCT
ajst-32556	183	21	,	,	PUNCT
ajst-32556	183	22	computational	computational	ADJ
ajst-32556	183	23	intelligence	intelligence	NOUN
ajst-32556	183	24	in	in	ADP
ajst-32556	183	25	machine	machine	NOUN
ajst-32556	183	26	learning	learning	NOUN
ajst-32556	183	27	(	(	PUNCT
ajst-32556	183	28	icciml	icciml	NOUN
ajst-32556	183	29	2023	2023	NUM
ajst-32556	183	30	)	)	PUNCT
ajst-32556	183	31	(	(	PUNCT
ajst-32556	183	32	lecture	lecture	NOUN
ajst-32556	183	33	notes	note	NOUN
ajst-32556	183	34	in	in	ADP
ajst-32556	183	35	electrical	electrical	ADJ
ajst-32556	183	36	engineering	engineering	NOUN
ajst-32556	183	37	,	,	PUNCT
ajst-32556	183	38	vol	vol	NOUN
ajst-32556	183	39	.	.	PROPN
ajst-32556	183	40	1400	1400	NUM
ajst-32556	183	41	)	)	PUNCT
ajst-32556	183	42	.	.	PUNCT
ajst-32556	183	43	springer	springer	NOUN
ajst-32556	183	44	.	.	PUNCT